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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 2 new columns ({'images', 'messages'}) and 3 missing columns ({'conversations', 'id', 'image'}).

This happened while the json dataset builder was generating data using

hf://datasets/AAAndyZ/VGCure/MCDGraph/train_samples/llamafactory_pretrain_mcd2_small_20k_1.json (at revision ce5e91d7fa24e64df1bf97285cd2a01b7fb24185)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              messages: list<item: struct<content: string, role: string>>
                child 0, item: struct<content: string, role: string>
                    child 0, content: string
                    child 1, role: string
              images: list<item: string>
                child 0, item: string
              -- schema metadata --
              pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 314
              to
              {'id': Value(dtype='string', id=None), 'image': Value(dtype='string', id=None), 'conversations': [{'from': Value(dtype='string', id=None), 'value': Value(dtype='string', id=None)}]}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1428, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 989, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 2 new columns ({'images', 'messages'}) and 3 missing columns ({'conversations', 'id', 'image'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/AAAndyZ/VGCure/MCDGraph/train_samples/llamafactory_pretrain_mcd2_small_20k_1.json (at revision ce5e91d7fa24e64df1bf97285cd2a01b7fb24185)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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id
string
image
string
conversations
list
37640
contrastive_images_small/37640.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Identify if there are any differences between Graph A and Graph B in the shown image. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "Yes" } ]
200154
masked_images/200154.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the provided triples, identify the word that should complete the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R1, E2], [E1, R1, E6], [E1, R6, E7], [E1, R8, E8], [E1, R8, E10], [E2, R3, E4], [E2, R9, E13], [E3, R5, E1], [E3, R6, E2], [E3, R1, E11], [E4, R9, E5], [E4, R10, E7], [E4, R10, E9], [E4, R5, E11], [E5, R4, E2], [E5, R6, E10], [E6, R3, E5], [E6, R7, E10], [E7, R1, E5], [E7, R10, E8], [E8, R1, E3], [E8, R7, E4], [E8, R9, E10], [E8, R9, E13], [E9, R7, E1], [E9, R2, E5], [E9, R1, E6], [E10, R7, E9], [E10, R10, E13], [E11, R2, E2], [E11, R1, E5], [E11, R6, E6], [E11, R3, E10], [E11, R9, E12], [E12, R6, E1], [E12, R6, E3], [E13, R3, E7]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E1" } ]
100036
masked_images/100036.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Predict the word that should occupy the [MASK] position in the knowledge graph in the image, based on the given triples.\nTripleset: [[E1, R8, E2], [E2, R4, E3], [E2, R3, E1], [E3, R2, E1], [E4, R3, E3], [E4, R3, E1], [E5, R4, E3], [E6, R4, E1], [E7, R9, E1], [E8, R4, E1], [E8, R9, E10], [E9, R4, E1], [E11, R3, E1]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E5" } ]
50215
contrastive_images_small/50215.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Identify if there are any differences between Graph A and Graph B in the shown image. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "No" } ]
3976
description_images/3976.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Characterize the given graph, noting the number of nodes, edges, and listing all the node names." }, { "from": "gpt", "value": "Number of nodes: 9\nNumber of edges: 8\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9" } ]
225598
masked_images/225598.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Based on the set of triples, predict the correct word for the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R10, E3], [E1, R8, E8], [E2, R2, E9], [E3, R5, E8], [E4, R6, E6], [E6, R1, E8], [E6, R4, E10], [E7, R1, E9], [E9, R5, E10]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E3" } ]
125003
masked_images/125003.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Use the given triples to predict the appropriate word for the [MASK] position in the knowledge graph depicted in the image.\nTripleset: [[E1, R10, E2], [E1, R4, E3], [E1, R8, E4], [E2, R6, E3], [E2, R4, E5], [E2, R6, E4], [E2, R5, E8], [E2, R3, E9], [E3, R6, E6], [E3, R5, E4], [E3, R6, E5], [E5, R8, E10], [E6, R6, E7]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R5" } ]
37867
contrastive_images_small/37867.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Confirm if Graph A and Graph B presented in the image are indistinguishable. The answer should contain only \"Yes\" or \"No\", without reasoning process." }, { "from": "gpt", "value": "No" } ]
100127
contrastive_images_small/100127.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Assess if Graph A and Graph B depicted in the image are equivalent. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "No" } ]
2338
description_images/2338.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Provide a description of the given graph, specifying the number of nodes, edges, and listing all the node names.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 10\nNumber of edges: 9\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10" } ]
228
masked_images/228.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the triples provided, determine the word that should be used to fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R6, E2], [E1, R6, E3], [E1, R9, E4], [E2, R2, E4], [E2, R5, E7], [E2, R4, E11], [E2, R5, E13], [E3, R1, E5], [E3, R1, E9], [E3, R10, E15], [E4, R8, E6], [E4, R2, E7], [E4, R8, E13], [E5, R1, E4], [E6, R1, E3], [E6, R2, E15], [E7, R3, E8], [E8, R4, E1], [E9, R3, E4], [E9, R8, E10], [E10, R3, E4], [E11, R7, E1], [E12, R7, E1], [E12, R6, E5], [E14, R5, E7], [E14, R6, E9]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E4" } ]
3017
description_images/3017.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Describe the given graph, including the number of nodes, the number of edges, and the names of all the nodes.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 8\nNumber of edges: 11\nNode names: E1, E2, E3, E4, E5, E6, E7, E8" } ]
225793
masked_images/225793.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the given set of triples, predict the word that should fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R8, E8], [E1, R1, E9], [E2, R7, E8], [E3, R6, E4], [E4, R5, E8], [E6, R6, E8], [E8, R8, E9]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R8" } ]
932
description_images/932.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Describe the given graph, including the number of nodes, the number of edges, and the names of all the nodes." }, { "from": "gpt", "value": "Number of nodes: 7\nNumber of edges: 12\nNode names: E1, E2, E3, E4, E5, E6, E7" } ]
75564
masked_images/75564.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Based on the provided triples, determine the correct word to complete the [MASK] position in the knowledge graph shown in the image.\nTripleset: [[E1, R6, E8], [E1, R10, E9], [E1, R3, E12], [E1, R6, E14], [E2, R10, E5], [E2, R7, E6], [E2, R9, E7], [E2, R3, E8], [E2, R5, E12], [E2, R2, E14], [E3, R8, E11], [E4, R9, E5], [E5, R3, E6], [E5, R4, E8], [E5, R4, E14], [E6, R4, E7], [E6, R8, E11], [E6, R3, E14], [E7, R7, E8], [E7, R9, E10], [E7, R10, E13], [E8, R7, E10], [E8, R3, E11], [E8, R9, E12], [E9, R2, E11], [E10, R3, E12]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E3" } ]
25314
contrastive_images_small/25314.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Compare Graph A and Graph B in the image to establish their similarity. The answer should contain only \"Yes\" or \"No\", without reasoning process." }, { "from": "gpt", "value": "Yes" } ]
3370
description_images/3370.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Explain the graph, including the count of nodes and edges, and provide the names of all the nodes.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 13\nNumber of edges: 21\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10, E11, E12, E13" } ]
25762
masked_images/25762.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Given the set of triples, predict the word that should be placed in the [MASK] position within the knowledge graph in the image.\nTripleset: [[E1, R2, E2], [E1, R7, E3], [E1, R5, E4], [E1, R10, E5], [E1, R1, E7], [E1, R8, E8], [E2, R10, E5], [E2, R2, E6], [E2, R4, E7], [E4, R6, E5], [E4, R8, E6], [E4, R5, E7], [E4, R3, E8], [E5, R9, E6], [E5, R3, E8]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E2" } ]
37762
contrastive_images_small/37762.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Identify if there are any differences between Graph A and Graph B in the shown image. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "Yes" } ]
100560
masked_images/100560.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the provided triples, identify the word that should complete the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R2, E2], [E2, R10, E3], [E2, R3, E1], [E3, R8, E1], [E3, R3, E2], [E4, R2, E2], [E5, R3, E1], [E6, R8, E1], [E7, R7, E1], [E8, R1, E1], [E9, R10, E2], [E10, R9, E1], [E11, R6, E1], [E12, R9, E1]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E11" } ]
100794
masked_images/100794.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Given the set of triples, predict the word that should be placed in the [MASK] position within the knowledge graph in the image.\nTripleset: [[E1, R4, E2], [E1, R1, E6], [E1, R4, E3], [E2, R1, E3], [E2, R8, E1], [E3, R2, E1], [E4, R7, E3], [E5, R2, E1], [E7, R10, E3]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E7" } ]
4465
description_images/4465.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Explain the graph, including the count of nodes and edges, and provide the names of all the nodes.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 10\nNumber of edges: 12\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10" } ]
50485
masked_images/50485.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the provided triples, identify the word that should complete the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R5, E3], [E1, R6, E6], [E1, R9, E10], [E1, R7, E12], [E2, R5, E6], [E2, R8, E12], [E3, R5, E6], [E5, R6, E6], [E5, R9, E8], [E5, R6, E15], [E8, R1, E10], [E8, R2, E12], [E8, R9, E14], [E9, R5, E3], [E9, R2, E4], [E9, R6, E13], [E10, R8, E5], [E10, R10, E9], [E11, R7, E6], [E13, R6, E6], [E13, R2, E10], [E13, R4, E14], [E14, R9, E4], [E14, R10, E5], [E14, R9, E11], [E15, R3, E8]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R6" } ]
87853
contrastive_images_small/87853.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Examine the provided image to see if Graph A and Graph B are equivalent. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "No" } ]
2133
description_images/2133.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Characterize the given graph, noting the number of nodes, edges, and listing all the node names.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 9\nNumber of edges: 8\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9" } ]
306
contrastive_images_small/306.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Identify if there are any differences between Graph A and Graph B in the shown image. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "Yes" } ]
636
description_images/636.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Give a description of the graph, including the total number of nodes, edges, and the names of all the nodes.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 9\nNumber of edges: 14\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9" } ]
62695
contrastive_images_small/62695.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Check if Graph A and Graph B illustrated in the image are the same. The answer should contain only \"Yes\" or \"No\", without reasoning process." }, { "from": "gpt", "value": "No" } ]
25490
masked_images/25490.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Given the set of triples, predict the word that should be placed in the [MASK] position within the knowledge graph in the image.\nTripleset: [[E1, R4, E2], [E1, R9, E3], [E1, R9, E4], [E1, R2, E5], [E1, R9, E6], [E1, R1, E7], [E1, R9, E10], [E1, R9, E11], [E1, R5, E13], [E1, R5, E14], [E3, R7, E4], [E3, R5, E8], [E3, R5, E12], [E4, R5, E5], [E4, R3, E6], [E4, R2, E9], [E4, R9, E11], [E5, R8, E7], [E5, R4, E8], [E6, R9, E12], [E7, R8, E9], [E8, R5, E10], [E8, R3, E13], [E8, R4, E14]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E10" } ]
4243
description_images/4243.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Characterize the given graph, noting the number of nodes, edges, and listing all the node names.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 10\nNumber of edges: 11\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10" } ]
75378
masked_images/75378.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the given set of triples, predict the word that should fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R2, E3], [E1, R1, E4], [E1, R4, E5], [E1, R8, E8], [E1, R10, E9], [E1, R1, E11], [E2, R8, E3], [E2, R6, E5], [E2, R4, E6], [E2, R6, E7], [E3, R7, E4], [E4, R2, E7], [E4, R10, E8], [E4, R5, E9], [E4, R9, E10], [E4, R9, E11], [E5, R8, E8], [E5, R8, E11], [E6, R8, E8], [E9, R2, E10]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E6" } ]
125420
masked_images/125420.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Given the triples, predict the word that fits the [MASK] position in the knowledge graph present in the image.\nTripleset: [[E1, R9, E2], [E1, R10, E3], [E1, R9, E6], [E1, R10, E9], [E1, R7, E11], [E2, R10, E3], [E2, R9, E4], [E2, R9, E5], [E2, R8, E6], [E2, R5, E7], [E3, R2, E4], [E3, R6, E12], [E3, R4, E13], [E4, R10, E8], [E4, R3, E10], [E6, R9, E8], [E8, R1, E12]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E7" } ]
62866
contrastive_images_small/62866.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Identify if there are any differences between Graph A and Graph B in the shown image. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "Yes" } ]
62663
contrastive_images_small/62663.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Analyze the image to determine if Graph A is identical to Graph B. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "No" } ]
150791
masked_images/150791.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the provided triples, identify the word that should complete the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R7, E2], [E1, R5, E9], [E1, R5, E13], [E1, R5, E14], [E1, R4, E15], [E3, R9, E1], [E4, R3, E1], [E5, R9, E1], [E6, R6, E1], [E7, R2, E1], [E8, R7, E1], [E10, R5, E1], [E11, R4, E1], [E12, R2, E1]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R7" } ]
187
description_images/187.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Explain the graph, including the count of nodes and edges, and provide the names of all the nodes.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 8\nNumber of edges: 15\nNode names: E1, E2, E3, E4, E5, E6, E7, E8" } ]
4582
description_images/4582.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Summarize the graph by detailing the number of nodes, edges, and listing the names of each node.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 10\nNumber of edges: 11\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10" } ]
225549
masked_images/225549.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Given the set of triples, predict the word that should be placed in the [MASK] position within the knowledge graph in the image.\nTripleset: [[E3, R7, E5], [E3, R3, E8], [E5, R9, E10], [E6, R5, E7], [E7, R9, E8]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R3" } ]
125868
masked_images/125868.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the given set of triples, predict the word that should fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R7, E2], [E1, R3, E3], [E1, R8, E8], [E2, R8, E3], [E2, R4, E4], [E2, R8, E5], [E2, R9, E6], [E2, R8, E9], [E5, R8, E7]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E7" } ]
150799
masked_images/150799.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the provided triples, identify the word that should complete the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R10, E5], [E1, R10, E7], [E1, R7, E8], [E2, R1, E1], [E3, R8, E1], [E4, R9, E1], [E6, R5, E1], [E9, R7, E1]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R10" } ]
175311
masked_images/175311.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the given set of triples, predict the word that should fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R1, E2], [E1, R10, E3], [E1, R8, E4], [E1, R9, E5], [E1, R2, E6], [E1, R6, E7], [E1, R10, E8], [E1, R2, E9], [E1, R3, E10], [E1, R1, E11], [E1, R7, E12], [E1, R8, E13]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R6" } ]
187
masked_images/187.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the set of triples, identify the word that should fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R1, E2], [E1, R4, E6], [E1, R6, E8], [E1, R10, E15], [E2, R10, E7], [E2, R6, E11], [E3, R8, E1], [E3, R2, E5], [E3, R1, E6], [E3, R9, E13], [E4, R1, E1], [E4, R1, E5], [E5, R10, E2], [E5, R9, E6], [E6, R3, E7], [E7, R6, E3], [E7, R3, E9], [E7, R8, E10], [E7, R10, E13], [E8, R3, E2], [E8, R5, E4], [E9, R2, E4], [E9, R9, E8], [E9, R1, E13], [E10, R8, E1], [E10, R7, E2], [E10, R2, E11], [E11, R3, E1], [E12, R4, E6], [E12, R8, E7], [E12, R4, E10], [E14, R8, E2], [E14, R8, E8], [E14, R1, E13], [E15, R4, E3], [E15, R2, E14]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R10" } ]
175057
masked_images/175057.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the set of triples, identify the word that should fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R4, E2], [E1, R8, E3], [E1, R3, E4], [E1, R8, E5], [E1, R8, E6], [E1, R4, E7], [E1, R5, E8], [E1, R6, E9]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R5" } ]
2058
description_images/2058.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Summarize the graph by detailing the number of nodes, edges, and listing the names of each node." }, { "from": "gpt", "value": "Number of nodes: 9\nNumber of edges: 8\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9" } ]
25040
contrastive_images_small/25040.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Investigate whether Graph A and Graph B in the given image are congruent. The answer should contain only \"Yes\" or \"No\", without reasoning process." }, { "from": "gpt", "value": "Yes" } ]
25647
masked_images/25647.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Based on the set of triples, predict the correct word for the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R5, E2], [E1, R2, E3], [E1, R10, E4], [E1, R6, E5], [E2, R10, E11], [E3, R2, E4], [E3, R3, E7], [E3, R2, E8], [E3, R10, E9], [E4, R4, E5], [E4, R7, E6], [E4, R5, E7], [E4, R4, E8], [E4, R3, E9], [E5, R4, E6], [E5, R5, E10], [E6, R3, E11], [E7, R9, E10]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R10" } ]
225967
masked_images/225967.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Given the triples, predict the word that fits the [MASK] position in the knowledge graph present in the image.\nTripleset: [[E1, R7, E7], [E1, R2, E11], [E2, R10, E11], [E3, R7, E5], [E3, R9, E6], [E3, R7, E11], [E4, R9, E5], [E4, R8, E6], [E4, R6, E7], [E4, R5, E9], [E4, R7, E11], [E5, R2, E9], [E5, R2, E10], [E7, R6, E10], [E9, R5, E10]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R7" } ]
100149
masked_images/100149.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the triples provided, determine the word that should be used to fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R2, E2], [E2, R8, E3], [E3, R7, E1], [E3, R7, E2], [E4, R7, E2], [E5, R1, E3], [E6, R5, E3], [E6, R8, E1], [E7, R2, E3], [E8, R5, E3], [E9, R4, E6]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R2" } ]
100476
contrastive_images_small/100476.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Analyze the image to determine if Graph A is identical to Graph B. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "Yes" } ]
25219
contrastive_images_small/25219.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Assess if Graph A and Graph B depicted in the image are equivalent. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "No" } ]
75941
masked_images/75941.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the given set of triples, predict the word that should fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R8, E7], [E3, R3, E6], [E3, R2, E7], [E4, R7, E8], [E5, R8, E7], [E7, R1, E8]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R8" } ]
225122
masked_images/225122.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the triples provided, determine the word that should be used to fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R1, E2], [E1, R1, E3], [E1, R5, E8], [E2, R1, E6], [E2, R4, E7], [E2, R2, E8], [E3, R4, E4], [E3, R10, E8], [E5, R4, E6], [E7, R8, E9]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E2" } ]
100267
masked_images/100267.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the set of triples, identify the word that should fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R6, E2], [E1, R6, E3], [E2, R8, E3], [E3, R5, E1], [E4, R10, E3], [E5, R10, E1], [E6, R10, E3], [E7, R9, E3], [E8, R8, E3], [E9, R9, E3], [E10, R5, E3]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R8" } ]
200665
masked_images/200665.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the provided triples, identify the word that should complete the [MASK] position in the knowledge graph in the image.\nTripleset: [[E3, R3, E9], [E4, R6, E2], [E5, R9, E4], [E5, R2, E9], [E7, R3, E6], [E7, R7, E8], [E8, R9, E2]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R2" } ]
837
description_images/837.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Summarize the graph by detailing the number of nodes, edges, and listing the names of each node." }, { "from": "gpt", "value": "Number of nodes: 15\nNumber of edges: 26\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10, E11, E12, E13, E14, E15" } ]
125427
masked_images/125427.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the provided triples, identify the word that should complete the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R8, E2], [E1, R3, E5], [E1, R7, E3], [E2, R2, E3], [E2, R9, E7], [E2, R4, E4], [E2, R9, E6], [E2, R5, E9], [E2, R6, E10], [E2, R7, E12], [E2, R7, E13], [E4, R2, E8], [E5, R10, E11], [E7, R7, E11]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R5" } ]
200075
masked_images/200075.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Given the triples, predict the word that fits the [MASK] position in the knowledge graph present in the image.\nTripleset: [[E3, R1, E10], [E3, R6, E13], [E4, R2, E9], [E5, R8, E9], [E7, R8, E8], [E7, R10, E11], [E7, R3, E12], [E8, R2, E13], [E9, R2, E1], [E9, R2, E13], [E10, R5, E2], [E10, R1, E4], [E11, R2, E3], [E11, R3, E4], [E11, R1, E8], [E11, R8, E12], [E12, R9, E4], [E12, R5, E6], [E12, R6, E8], [E13, R2, E6]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R1" } ]
100551
masked_images/100551.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the triples provided, determine the word that should be used to fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R7, E2], [E1, R3, E5], [E2, R2, E3], [E2, R1, E4], [E2, R2, E9], [E3, R2, E1], [E3, R6, E2], [E3, R7, E9], [E4, R5, E1], [E5, R7, E1], [E6, R2, E3], [E7, R10, E2], [E8, R1, E3], [E8, R7, E12], [E10, R5, E2], [E11, R4, E1]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R7" } ]
200570
masked_images/200570.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Predict the word that should occupy the [MASK] position in the knowledge graph in the image, based on the given triples.\nTripleset: [[E1, R9, E2], [E1, R2, E9], [E3, R4, E7], [E4, R10, E5], [E4, R10, E8], [E8, R8, E2], [E8, R9, E5], [E10, R1, E8]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E4" } ]
225438
masked_images/225438.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Predict the word that should occupy the [MASK] position in the knowledge graph in the image, based on the given triples.\nTripleset: [[E1, R9, E5], [E1, R2, E11], [E2, R5, E7], [E2, R4, E11], [E3, R4, E13], [E4, R2, E8], [E5, R8, E6], [E5, R6, E10], [E5, R3, E12], [E6, R6, E7], [E6, R8, E8], [E6, R9, E9], [E6, R2, E10], [E6, R1, E11], [E6, R7, E12], [E7, R6, E11], [E7, R2, E13], [E8, R7, E10], [E8, R6, E13], [E10, R5, E13], [E11, R10, E12]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E12" } ]
175132
masked_images/175132.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Predict the word that should occupy the [MASK] position in the knowledge graph in the image, based on the given triples.\nTripleset: [[E1, R6, E2], [E1, R6, E3], [E1, R9, E4], [E1, R9, E5], [E1, R10, E6], [E1, R1, E7], [E1, R7, E8], [E1, R7, E9], [E1, R5, E10], [E1, R2, E11], [E1, R9, E12], [E1, R6, E13]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E3" } ]
75268
contrastive_images_small/75268.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Investigate whether Graph A and Graph B in the given image are congruent. The answer should contain only \"Yes\" or \"No\", without reasoning process." }, { "from": "gpt", "value": "Yes" } ]
345
masked_images/345.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the triples provided, determine the word that should be used to fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R2, E2], [E1, R5, E4], [E1, R1, E5], [E1, R5, E7], [E1, R10, E8], [E3, R10, E1], [E3, R4, E4], [E3, R5, E5], [E4, R7, E9], [E5, R2, E6], [E6, R9, E1], [E6, R8, E7], [E8, R4, E6], [E9, R5, E6]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R5" } ]
125929
masked_images/125929.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Given the triples, predict the word that fits the [MASK] position in the knowledge graph present in the image.\nTripleset: [[E1, R2, E2], [E1, R8, E3], [E2, R8, E3], [E2, R1, E5], [E2, R5, E12], [E3, R4, E4], [E3, R7, E7], [E3, R3, E8], [E3, R4, E10], [E5, R8, E6], [E5, R3, E9], [E8, R2, E11]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R8" } ]
12700
contrastive_images_small/12700.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Investigate whether Graph A and Graph B in the given image are congruent. The answer should contain only \"Yes\" or \"No\", without reasoning process." }, { "from": "gpt", "value": "Yes" } ]
2470
description_images/2470.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Describe the graph, indicating how many nodes and edges it contains, and listing all the node names." }, { "from": "gpt", "value": "Number of nodes: 11\nNumber of edges: 10\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10, E11" } ]
4800
description_images/4800.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Provide an overview of the graph, mentioning the number of nodes, edges, and the names of all nodes.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 12\nNumber of edges: 15\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10, E11, E12" } ]
125399
masked_images/125399.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the set of triples, identify the word that should fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R2, E2], [E1, R4, E3], [E1, R10, E4], [E1, R8, E6], [E1, R6, E7], [E1, R3, E8], [E1, R3, E10], [E1, R7, E14], [E2, R7, E3], [E2, R9, E5], [E2, R5, E4], [E2, R5, E9], [E2, R4, E12], [E3, R5, E5], [E3, R9, E4], [E4, R9, E5], [E4, R3, E13], [E5, R3, E11]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R9" } ]
225937
masked_images/225937.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Based on the provided triples, determine the correct word to complete the [MASK] position in the knowledge graph shown in the image.\nTripleset: [[E1, R9, E2], [E1, R6, E6], [E1, R3, E7], [E1, R8, E8], [E1, R1, E11], [E1, R2, E13], [E2, R6, E3], [E2, R10, E5], [E2, R6, E6], [E2, R6, E11], [E3, R1, E5], [E3, R5, E7], [E4, R4, E7], [E5, R9, E9], [E5, R8, E10], [E6, R10, E12], [E8, R5, E9], [E9, R10, E10], [E9, R6, E13], [E10, R10, E11], [E10, R3, E12], [E10, R1, E14]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R9" } ]
200084
masked_images/200084.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Given the triples, predict the word that fits the [MASK] position in the knowledge graph present in the image.\nTripleset: [[E1, R4, E2], [E1, R1, E3], [E2, R1, E4], [E2, R1, E8], [E2, R5, E15], [E3, R10, E7], [E3, R7, E12], [E4, R8, E3], [E4, R8, E12], [E5, R6, E1], [E5, R6, E3], [E5, R3, E7], [E6, R6, E4], [E6, R9, E5], [E7, R8, E6], [E8, R8, E7], [E9, R1, E1], [E9, R6, E2], [E9, R5, E5], [E10, R7, E1], [E11, R1, E2], [E11, R6, E4], [E12, R3, E5], [E12, R9, E6], [E13, R7, E1], [E13, R2, E8], [E13, R3, E15], [E14, R4, E3], [E14, R7, E4], [E14, R1, E6], [E14, R7, E7], [E14, R6, E10], [E15, R5, E11]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E2" } ]
882
description_images/882.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Describe the graph, indicating how many nodes and edges it contains, and listing all the node names.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 10\nNumber of edges: 21\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10" } ]
100099
contrastive_images_small/100099.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Confirm if Graph A and Graph B presented in the image are indistinguishable. The answer should contain only \"Yes\" or \"No\", without reasoning process." }, { "from": "gpt", "value": "No" } ]
125084
masked_images/125084.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Given the set of triples, predict the word that should be placed in the [MASK] position within the knowledge graph in the image.\nTripleset: [[E1, R6, E2], [E1, R5, E3], [E2, R2, E3], [E3, R7, E5], [E3, R1, E6], [E3, R6, E7], [E3, R1, E8], [E3, R6, E9]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E5" } ]
818
description_images/818.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Describe the graph, indicating how many nodes and edges it contains, and listing all the node names.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 10\nNumber of edges: 21\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10" } ]
2200
description_images/2200.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Analyze the given graph by stating the number of nodes, edges, and enumerating the names of all the nodes.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 8\nNumber of edges: 7\nNode names: E1, E2, E3, E4, E5, E6, E7, E8" } ]
1749
description_images/1749.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Analyze the given graph by stating the number of nodes, edges, and enumerating the names of all the nodes." }, { "from": "gpt", "value": "Number of nodes: 10\nNumber of edges: 13\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10" } ]
897
masked_images/897.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Based on the provided triples, determine the correct word to complete the [MASK] position in the knowledge graph shown in the image.\nTripleset: [[E1, R9, E5], [E2, R8, E1], [E3, R7, E1], [E3, R2, E4], [E3, R8, E8], [E4, R8, E1], [E4, R5, E5], [E4, R8, E6], [E5, R6, E6], [E5, R9, E9], [E5, R3, E10], [E5, R9, E12], [E7, R10, E3], [E7, R5, E5], [E8, R9, E4], [E8, R2, E9], [E10, R5, E3], [E11, R8, E3], [E11, R2, E8], [E12, R5, E3]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R2" } ]
175034
masked_images/175034.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the provided triples, identify the word that should complete the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R10, E2], [E1, R1, E3], [E1, R9, E4], [E1, R6, E5], [E1, R10, E6], [E1, R5, E7], [E1, R1, E8], [E1, R2, E9], [E1, R1, E10]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E5" } ]
125308
masked_images/125308.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Predict the word that should occupy the [MASK] position in the knowledge graph in the image, based on the given triples.\nTripleset: [[E1, R10, E2], [E1, R10, E3], [E1, R3, E4], [E1, R7, E5], [E1, R10, E6], [E1, R4, E7], [E1, R10, E8], [E2, R1, E3], [E2, R2, E6]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E2" } ]
75379
contrastive_images_small/75379.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Evaluate whether the structures of Graph A and Graph B in the provided image match. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "No" } ]
430
description_images/430.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Detail the structure of the given graph, including node and edge counts, and providing a list of all node names." }, { "from": "gpt", "value": "Number of nodes: 10\nNumber of edges: 21\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10" } ]
225170
masked_images/225170.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Use the given triples to predict the appropriate word for the [MASK] position in the knowledge graph depicted in the image.\nTripleset: [[E1, R3, E6], [E1, R9, E8], [E1, R9, E10], [E2, R9, E5], [E2, R6, E6], [E2, R2, E8], [E2, R7, E10], [E2, R10, E12], [E3, R6, E8], [E3, R4, E9], [E3, R7, E11], [E3, R4, E13], [E4, R5, E13], [E5, R2, E6], [E5, R10, E7], [E5, R1, E8], [E5, R10, E11], [E7, R8, E10], [E7, R5, E13], [E8, R10, E11], [E8, R2, E12], [E9, R5, E11], [E9, R8, E12], [E10, R3, E12], [E10, R7, E13]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E1" } ]
2215
description_images/2215.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Characterize the given graph, noting the number of nodes, edges, and listing all the node names." }, { "from": "gpt", "value": "Number of nodes: 16\nNumber of edges: 15\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10, E11, E12, E13, E14, E15, E16" } ]
184
masked_images/184.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Given the triples, predict the word that fits the [MASK] position in the knowledge graph present in the image.\nTripleset: [[E1, R7, E2], [E1, R6, E3], [E4, R1, E1], [E4, R4, E3], [E4, R4, E7], [E5, R1, E1], [E5, R2, E4], [E5, R3, E6], [E6, R2, E1], [E6, R1, E10], [E7, R7, E6], [E7, R10, E8], [E7, R10, E10], [E8, R7, E4], [E9, R8, E4], [E9, R10, E7]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E2" } ]
4575
description_images/4575.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Detail the structure of the given graph, including node and edge counts, and providing a list of all node names." }, { "from": "gpt", "value": "Number of nodes: 9\nNumber of edges: 11\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9" } ]
4557
description_images/4557.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Explain the graph, including the count of nodes and edges, and provide the names of all the nodes." }, { "from": "gpt", "value": "Number of nodes: 7\nNumber of edges: 7\nNode names: E1, E2, E3, E4, E5, E6, E7" } ]
1914
description_images/1914.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Analyze the given graph by stating the number of nodes, edges, and enumerating the names of all the nodes.\n<image>" }, { "from": "gpt", "value": "Number of nodes: 12\nNumber of edges: 12\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10, E11, E12" } ]
125544
masked_images/125544.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Predict the word that should occupy the [MASK] position in the knowledge graph in the image, based on the given triples.\nTripleset: [[E1, R10, E2], [E1, R9, E9], [E1, R3, E3], [E1, R2, E4], [E1, R9, E7], [E2, R2, E3], [E2, R10, E8], [E3, R8, E8], [E3, R4, E5], [E3, R2, E6], [E4, R2, E8], [E4, R8, E13], [E6, R6, E8], [E8, R4, E9], [E8, R6, E10], [E8, R10, E12], [E9, R9, E11], [E11, R7, E14]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "E11" } ]
75354
contrastive_images_small/75354.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Confirm if Graph A and Graph B presented in the image are indistinguishable. The answer should contain only \"Yes\" or \"No\", without reasoning process." }, { "from": "gpt", "value": "Yes" } ]
200735
masked_images/200735.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Using the triples provided, determine the word that should be used to fill the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R3, E5], [E1, R1, E8], [E2, R2, E3], [E2, R5, E4], [E3, R3, E9], [E4, R2, E9], [E4, R3, E10], [E5, R10, E11], [E6, R4, E11], [E7, R1, E1], [E7, R10, E2], [E7, R9, E3], [E7, R8, E5], [E7, R8, E8], [E7, R6, E10], [E8, R8, E10], [E9, R6, E2], [E9, R2, E6], [E9, R7, E8], [E10, R1, E2], [E10, R7, E5], [E10, R1, E11], [E11, R1, E7]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R10" } ]
4549
description_images/4549.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Summarize the graph by detailing the number of nodes, edges, and listing the names of each node." }, { "from": "gpt", "value": "Number of nodes: 14\nNumber of edges: 15\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10, E11, E12, E13, E14" } ]
50265
contrastive_images_small/50265.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Assess if Graph A and Graph B depicted in the image are equivalent. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "No" } ]
50006
contrastive_images_small/50006.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Investigate whether Graph A and Graph B in the given image are congruent. The answer should contain only \"Yes\" or \"No\", without reasoning process." }, { "from": "gpt", "value": "Yes" } ]
25120
masked_images/25120.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Based on the set of triples, predict the correct word for the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R9, E2], [E1, R9, E3], [E1, R3, E4], [E1, R3, E5], [E1, R8, E6], [E1, R2, E7], [E2, R1, E5], [E2, R6, E7], [E4, R3, E5], [E4, R3, E6], [E5, R6, E6], [E6, R6, E7]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "E7" } ]
200415
masked_images/200415.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Predict the word that should occupy the [MASK] position in the knowledge graph in the image, based on the given triples.\nTripleset: [[E1, R6, E3], [E1, R4, E14], [E2, R8, E15], [E3, R4, E2], [E3, R1, E6], [E3, R2, E10], [E3, R4, E13], [E4, R8, E7], [E4, R3, E8], [E5, R8, E9], [E5, R8, E13], [E6, R9, E7], [E6, R8, E11], [E6, R1, E14], [E7, R7, E14], [E10, R9, E7], [E10, R4, E9], [E10, R8, E15], [E11, R4, E3], [E12, R1, E1], [E12, R8, E15], [E13, R2, E6], [E13, R3, E9], [E13, R6, E11], [E13, R5, E12], [E14, R6, E3], [E14, R2, E8], [E14, R2, E12], [E15, R8, E5], [E15, R7, E13], [E15, R4, E14]]. Please provide the answer directly without the reasoning process." }, { "from": "gpt", "value": "R8" } ]
75741
masked_images/75741.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Given the set of triples, predict the word that should be placed in the [MASK] position within the knowledge graph in the image.\nTripleset: [[E1, R9, E4], [E1, R8, E8], [E2, R9, E5], [E3, R10, E6], [E3, R2, E8], [E3, R2, E14], [E4, R10, E7], [E4, R10, E10], [E4, R8, E13], [E5, R10, E6], [E6, R1, E7], [E6, R10, E8], [E7, R2, E10], [E7, R8, E14], [E9, R6, E13], [E10, R5, E14], [E11, R8, E12], [E12, R1, E13]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R9" } ]
87505
contrastive_images_small/87505.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Examine the provided image to see if Graph A and Graph B are equivalent. The answer should contain only \"Yes\" or \"No\", without reasoning process.\n<image>" }, { "from": "gpt", "value": "No" } ]
75921
masked_images/75921.png
[ { "from": "human", "value": "The given image shows a graph where circles represent nodes, with the content inside being the node names. The lines connecting two nodes represent edges, and the content in the middle of the edges represents the edge names. Using the provided triples, identify the word that should complete the [MASK] position in the knowledge graph in the image.\nTripleset: [[E1, R8, E2], [E1, R9, E3], [E1, R6, E6], [E2, R2, E4], [E2, R2, E5], [E2, R8, E7], [E2, R5, E8], [E3, R10, E4], [E3, R10, E7], [E4, R10, E5], [E4, R7, E6], [E5, R3, E6], [E5, R3, E8], [E6, R9, E7], [E6, R2, E8], [E7, R5, E8]]. Please provide the answer directly without the reasoning process.\n<image>" }, { "from": "gpt", "value": "R7" } ]
492
description_images/492.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Detail the structure of the given graph, including node and edge counts, and providing a list of all node names." }, { "from": "gpt", "value": "Number of nodes: 11\nNumber of edges: 18\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10, E11" } ]
105
description_images/105.png
[ { "from": "human", "value": "<image>\nThe given image shows a graph where circles represent nodes, with the content inside indicating the node names. The arrowed lines connecting two nodes represent edges, and the content in the middle of the edges indicates the edge names. Detail the structure of the given graph, including node and edge counts, and providing a list of all node names." }, { "from": "gpt", "value": "Number of nodes: 12\nNumber of edges: 27\nNode names: E1, E2, E3, E4, E5, E6, E7, E8, E9, E10, E11, E12" } ]
End of preview.

Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning

VGCure: A comprehensive benchmark covering 22 tasks for examining the fundamental graph understanding and reasoning capacities of LVLMs.

MCDGraph: A novel structure-aware fine-tuning framework to enhance structure learning capabilities of LVLMs through three self-supervised learning tasks: 1) masked graph infilling, 2) contrastive graph discrimination, and 3) graph description.

Please refer to our Github repository for more information.

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