Spaces:
Running
Running
Create QQMM-embed-v2.json
#66
by
youzexue
- opened
- scores/QQMM-embed-v2.json +1074 -0
scores/QQMM-embed-v2.json
ADDED
@@ -0,0 +1,1074 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"metadata": {
|
3 |
+
"model_name": "QQMM-embed-v2",
|
4 |
+
"model_backbone": "QQMM",
|
5 |
+
"model_size": "8.29 B",
|
6 |
+
"embedding_dimension": 3584,
|
7 |
+
"max_length_tokens": 4096,
|
8 |
+
"model_release_date": "2025-09-15",
|
9 |
+
"data_source": "Self-Reported",
|
10 |
+
"url": "https://github.com/QQ-MM/QQMM-embed",
|
11 |
+
"report_generated_date": "2025-09-15T17:33:58.137833"
|
12 |
+
},
|
13 |
+
"metrics": {
|
14 |
+
"image": {
|
15 |
+
"ImageNet-1K": {
|
16 |
+
"hit@1": 0.835,
|
17 |
+
"hit@5": 0.974,
|
18 |
+
"hit@10": 0.986,
|
19 |
+
"ndcg_linear@1": 0.835,
|
20 |
+
"ndcg_linear@5": 0.9134553571967777,
|
21 |
+
"ndcg_linear@10": 0.9173520687222101,
|
22 |
+
"ndcg_exponential@1": 0.835,
|
23 |
+
"ndcg_exponential@5": 0.9134553571967777,
|
24 |
+
"ndcg_exponential@10": 0.9173520687222101,
|
25 |
+
"precision@1": 0.835,
|
26 |
+
"precision@5": 0.19480000000000003,
|
27 |
+
"precision@10": 0.09860000000000002,
|
28 |
+
"recall@1": 0.835,
|
29 |
+
"recall@5": 0.974,
|
30 |
+
"recall@10": 0.986,
|
31 |
+
"f1@1": 0.835,
|
32 |
+
"f1@5": 0.3246666666666666,
|
33 |
+
"f1@10": 0.17927272727272725,
|
34 |
+
"map@1": 0.835,
|
35 |
+
"map@5": 0.8928833333333333,
|
36 |
+
"map@10": 0.8945011904761905,
|
37 |
+
"mrr@1": 0.835,
|
38 |
+
"mrr@5": 0.8928833333333333,
|
39 |
+
"mrr@10": 0.8945011904761905,
|
40 |
+
"num_pred": 1000,
|
41 |
+
"num_data": 1000
|
42 |
+
},
|
43 |
+
"N24News": {
|
44 |
+
"hit@1": 0.824,
|
45 |
+
"hit@5": 0.962,
|
46 |
+
"hit@10": 0.992,
|
47 |
+
"ndcg_linear@1": 0.824,
|
48 |
+
"ndcg_linear@5": 0.9008865745786582,
|
49 |
+
"ndcg_linear@10": 0.9108658673721785,
|
50 |
+
"ndcg_exponential@1": 0.824,
|
51 |
+
"ndcg_exponential@5": 0.9008865745786582,
|
52 |
+
"ndcg_exponential@10": 0.9108658673721785,
|
53 |
+
"precision@1": 0.824,
|
54 |
+
"precision@5": 0.19240000000000004,
|
55 |
+
"precision@10": 0.09920000000000001,
|
56 |
+
"recall@1": 0.824,
|
57 |
+
"recall@5": 0.962,
|
58 |
+
"recall@10": 0.992,
|
59 |
+
"f1@1": 0.824,
|
60 |
+
"f1@5": 0.3206666666666667,
|
61 |
+
"f1@10": 0.18036363636363636,
|
62 |
+
"map@1": 0.824,
|
63 |
+
"map@5": 0.8802666666666666,
|
64 |
+
"map@10": 0.8845468253968254,
|
65 |
+
"mrr@1": 0.824,
|
66 |
+
"mrr@5": 0.8802666666666666,
|
67 |
+
"mrr@10": 0.8845468253968254,
|
68 |
+
"num_pred": 1000,
|
69 |
+
"num_data": 1000
|
70 |
+
},
|
71 |
+
"HatefulMemes": {
|
72 |
+
"hit@1": 0.796,
|
73 |
+
"hit@5": 1.0,
|
74 |
+
"hit@10": 1.0,
|
75 |
+
"ndcg_linear@1": 0.796,
|
76 |
+
"ndcg_linear@5": 0.9247096697285774,
|
77 |
+
"ndcg_linear@10": 0.9247096697285774,
|
78 |
+
"ndcg_exponential@1": 0.796,
|
79 |
+
"ndcg_exponential@5": 0.9247096697285774,
|
80 |
+
"ndcg_exponential@10": 0.9247096697285774,
|
81 |
+
"precision@1": 0.796,
|
82 |
+
"precision@5": 0.20000000000000004,
|
83 |
+
"precision@10": 0.10000000000000002,
|
84 |
+
"recall@1": 0.796,
|
85 |
+
"recall@5": 1.0,
|
86 |
+
"recall@10": 1.0,
|
87 |
+
"f1@1": 0.796,
|
88 |
+
"f1@5": 0.3333333333333333,
|
89 |
+
"f1@10": 0.18181818181818182,
|
90 |
+
"map@1": 0.796,
|
91 |
+
"map@5": 0.898,
|
92 |
+
"map@10": 0.898,
|
93 |
+
"mrr@1": 0.796,
|
94 |
+
"mrr@5": 0.898,
|
95 |
+
"mrr@10": 0.898,
|
96 |
+
"num_pred": 1000,
|
97 |
+
"num_data": 1000
|
98 |
+
},
|
99 |
+
"VOC2007": {
|
100 |
+
"hit@1": 0.928,
|
101 |
+
"hit@5": 0.988,
|
102 |
+
"hit@10": 0.998,
|
103 |
+
"ndcg_linear@1": 0.928,
|
104 |
+
"ndcg_linear@5": 0.963195714692262,
|
105 |
+
"ndcg_linear@10": 0.9665932455002518,
|
106 |
+
"ndcg_exponential@1": 0.928,
|
107 |
+
"ndcg_exponential@5": 0.963195714692262,
|
108 |
+
"ndcg_exponential@10": 0.9665932455002518,
|
109 |
+
"precision@1": 0.928,
|
110 |
+
"precision@5": 0.19760000000000003,
|
111 |
+
"precision@10": 0.09980000000000001,
|
112 |
+
"recall@1": 0.928,
|
113 |
+
"recall@5": 0.988,
|
114 |
+
"recall@10": 0.998,
|
115 |
+
"f1@1": 0.928,
|
116 |
+
"f1@5": 0.3293333333333333,
|
117 |
+
"f1@10": 0.18145454545454545,
|
118 |
+
"map@1": 0.928,
|
119 |
+
"map@5": 0.9546500000000001,
|
120 |
+
"map@10": 0.9561480158730159,
|
121 |
+
"mrr@1": 0.928,
|
122 |
+
"mrr@5": 0.9546500000000001,
|
123 |
+
"mrr@10": 0.9561480158730159,
|
124 |
+
"num_pred": 1000,
|
125 |
+
"num_data": 1000
|
126 |
+
},
|
127 |
+
"SUN397": {
|
128 |
+
"hit@1": 0.837,
|
129 |
+
"hit@5": 0.975,
|
130 |
+
"hit@10": 0.991,
|
131 |
+
"ndcg_linear@1": 0.837,
|
132 |
+
"ndcg_linear@5": 0.9163600193644518,
|
133 |
+
"ndcg_linear@10": 0.921501619830454,
|
134 |
+
"ndcg_exponential@1": 0.837,
|
135 |
+
"ndcg_exponential@5": 0.9163600193644518,
|
136 |
+
"ndcg_exponential@10": 0.921501619830454,
|
137 |
+
"precision@1": 0.837,
|
138 |
+
"precision@5": 0.195,
|
139 |
+
"precision@10": 0.09910000000000001,
|
140 |
+
"recall@1": 0.837,
|
141 |
+
"recall@5": 0.975,
|
142 |
+
"recall@10": 0.991,
|
143 |
+
"f1@1": 0.837,
|
144 |
+
"f1@5": 0.325,
|
145 |
+
"f1@10": 0.18018181818181817,
|
146 |
+
"map@1": 0.837,
|
147 |
+
"map@5": 0.8963166666666668,
|
148 |
+
"map@10": 0.8984174603174604,
|
149 |
+
"mrr@1": 0.837,
|
150 |
+
"mrr@5": 0.8963166666666668,
|
151 |
+
"mrr@10": 0.8984174603174604,
|
152 |
+
"num_pred": 1000,
|
153 |
+
"num_data": 1000
|
154 |
+
},
|
155 |
+
"Place365": {
|
156 |
+
"hit@1": 0.488,
|
157 |
+
"hit@5": 0.754,
|
158 |
+
"hit@10": 0.843,
|
159 |
+
"ndcg_linear@1": 0.488,
|
160 |
+
"ndcg_linear@5": 0.6315454829460373,
|
161 |
+
"ndcg_linear@10": 0.6606594951524127,
|
162 |
+
"ndcg_exponential@1": 0.488,
|
163 |
+
"ndcg_exponential@5": 0.6315454829460373,
|
164 |
+
"ndcg_exponential@10": 0.6606594951524127,
|
165 |
+
"precision@1": 0.488,
|
166 |
+
"precision@5": 0.15080000000000002,
|
167 |
+
"precision@10": 0.0843,
|
168 |
+
"recall@1": 0.488,
|
169 |
+
"recall@5": 0.754,
|
170 |
+
"recall@10": 0.843,
|
171 |
+
"f1@1": 0.488,
|
172 |
+
"f1@5": 0.25133333333333335,
|
173 |
+
"f1@10": 0.15327272727272728,
|
174 |
+
"map@1": 0.488,
|
175 |
+
"map@5": 0.5905833333333332,
|
176 |
+
"map@10": 0.6027853174603174,
|
177 |
+
"mrr@1": 0.488,
|
178 |
+
"mrr@5": 0.5905833333333332,
|
179 |
+
"mrr@10": 0.6027853174603174,
|
180 |
+
"num_pred": 1000,
|
181 |
+
"num_data": 1000
|
182 |
+
},
|
183 |
+
"ImageNet-A": {
|
184 |
+
"hit@1": 0.627,
|
185 |
+
"hit@5": 0.845,
|
186 |
+
"hit@10": 0.895,
|
187 |
+
"ndcg_linear@1": 0.627,
|
188 |
+
"ndcg_linear@5": 0.7471923630097598,
|
189 |
+
"ndcg_linear@10": 0.7634058067891897,
|
190 |
+
"ndcg_exponential@1": 0.627,
|
191 |
+
"ndcg_exponential@5": 0.7471923630097598,
|
192 |
+
"ndcg_exponential@10": 0.7634058067891897,
|
193 |
+
"precision@1": 0.627,
|
194 |
+
"precision@5": 0.169,
|
195 |
+
"precision@10": 0.08950000000000001,
|
196 |
+
"recall@1": 0.627,
|
197 |
+
"recall@5": 0.845,
|
198 |
+
"recall@10": 0.895,
|
199 |
+
"f1@1": 0.627,
|
200 |
+
"f1@5": 0.2816666666666667,
|
201 |
+
"f1@10": 0.16272727272727272,
|
202 |
+
"map@1": 0.627,
|
203 |
+
"map@5": 0.7142333333333334,
|
204 |
+
"map@10": 0.7209515873015874,
|
205 |
+
"mrr@1": 0.627,
|
206 |
+
"mrr@5": 0.7142333333333334,
|
207 |
+
"mrr@10": 0.7209515873015874,
|
208 |
+
"num_pred": 1000,
|
209 |
+
"num_data": 1000
|
210 |
+
},
|
211 |
+
"ImageNet-R": {
|
212 |
+
"hit@1": 0.912,
|
213 |
+
"hit@5": 0.979,
|
214 |
+
"hit@10": 0.988,
|
215 |
+
"ndcg_linear@1": 0.912,
|
216 |
+
"ndcg_linear@5": 0.951874082474405,
|
217 |
+
"ndcg_linear@10": 0.9548219563052962,
|
218 |
+
"ndcg_exponential@1": 0.912,
|
219 |
+
"ndcg_exponential@5": 0.951874082474405,
|
220 |
+
"ndcg_exponential@10": 0.9548219563052962,
|
221 |
+
"precision@1": 0.912,
|
222 |
+
"precision@5": 0.19580000000000003,
|
223 |
+
"precision@10": 0.09880000000000003,
|
224 |
+
"recall@1": 0.912,
|
225 |
+
"recall@5": 0.979,
|
226 |
+
"recall@10": 0.988,
|
227 |
+
"f1@1": 0.912,
|
228 |
+
"f1@5": 0.32633333333333336,
|
229 |
+
"f1@10": 0.17963636363636362,
|
230 |
+
"map@1": 0.912,
|
231 |
+
"map@5": 0.9424833333333333,
|
232 |
+
"map@10": 0.9437202380952381,
|
233 |
+
"mrr@1": 0.912,
|
234 |
+
"mrr@5": 0.9424833333333333,
|
235 |
+
"mrr@10": 0.9437202380952381,
|
236 |
+
"num_pred": 1000,
|
237 |
+
"num_data": 1000
|
238 |
+
},
|
239 |
+
"ObjectNet": {
|
240 |
+
"hit@1": 0.742,
|
241 |
+
"hit@5": 0.906,
|
242 |
+
"hit@10": 0.935,
|
243 |
+
"ndcg_linear@1": 0.742,
|
244 |
+
"ndcg_linear@5": 0.8319007951107223,
|
245 |
+
"ndcg_linear@10": 0.8414834685011615,
|
246 |
+
"ndcg_exponential@1": 0.742,
|
247 |
+
"ndcg_exponential@5": 0.8319007951107223,
|
248 |
+
"ndcg_exponential@10": 0.8414834685011615,
|
249 |
+
"precision@1": 0.742,
|
250 |
+
"precision@5": 0.18120000000000003,
|
251 |
+
"precision@10": 0.0935,
|
252 |
+
"recall@1": 0.742,
|
253 |
+
"recall@5": 0.906,
|
254 |
+
"recall@10": 0.935,
|
255 |
+
"f1@1": 0.742,
|
256 |
+
"f1@5": 0.302,
|
257 |
+
"f1@10": 0.17,
|
258 |
+
"map@1": 0.742,
|
259 |
+
"map@5": 0.80705,
|
260 |
+
"map@10": 0.8111309523809523,
|
261 |
+
"mrr@1": 0.742,
|
262 |
+
"mrr@5": 0.80705,
|
263 |
+
"mrr@10": 0.8111309523809523,
|
264 |
+
"num_pred": 1000,
|
265 |
+
"num_data": 1000
|
266 |
+
},
|
267 |
+
"Country211": {
|
268 |
+
"hit@1": 0.308,
|
269 |
+
"hit@5": 0.535,
|
270 |
+
"hit@10": 0.641,
|
271 |
+
"ndcg_linear@1": 0.308,
|
272 |
+
"ndcg_linear@5": 0.42778103855978467,
|
273 |
+
"ndcg_linear@10": 0.46186570367981217,
|
274 |
+
"ndcg_exponential@1": 0.308,
|
275 |
+
"ndcg_exponential@5": 0.42778103855978467,
|
276 |
+
"ndcg_exponential@10": 0.46186570367981217,
|
277 |
+
"precision@1": 0.308,
|
278 |
+
"precision@5": 0.107,
|
279 |
+
"precision@10": 0.06409999999999999,
|
280 |
+
"recall@1": 0.308,
|
281 |
+
"recall@5": 0.535,
|
282 |
+
"recall@10": 0.641,
|
283 |
+
"f1@1": 0.308,
|
284 |
+
"f1@5": 0.17833333333333337,
|
285 |
+
"f1@10": 0.11654545454545456,
|
286 |
+
"map@1": 0.308,
|
287 |
+
"map@5": 0.3922,
|
288 |
+
"map@10": 0.4061511904761904,
|
289 |
+
"mrr@1": 0.308,
|
290 |
+
"mrr@5": 0.3922,
|
291 |
+
"mrr@10": 0.4061511904761904,
|
292 |
+
"num_pred": 1000,
|
293 |
+
"num_data": 1000
|
294 |
+
},
|
295 |
+
"OK-VQA": {
|
296 |
+
"hit@1": 0.738,
|
297 |
+
"hit@5": 0.927,
|
298 |
+
"hit@10": 0.958,
|
299 |
+
"ndcg_linear@1": 0.738,
|
300 |
+
"ndcg_linear@5": 0.8437681382796158,
|
301 |
+
"ndcg_linear@10": 0.8539481174803661,
|
302 |
+
"ndcg_exponential@1": 0.738,
|
303 |
+
"ndcg_exponential@5": 0.8437681382796158,
|
304 |
+
"ndcg_exponential@10": 0.8539481174803661,
|
305 |
+
"precision@1": 0.738,
|
306 |
+
"precision@5": 0.1854,
|
307 |
+
"precision@10": 0.09580000000000001,
|
308 |
+
"recall@1": 0.738,
|
309 |
+
"recall@5": 0.927,
|
310 |
+
"recall@10": 0.958,
|
311 |
+
"f1@1": 0.738,
|
312 |
+
"f1@5": 0.30900000000000005,
|
313 |
+
"f1@10": 0.1741818181818182,
|
314 |
+
"map@1": 0.738,
|
315 |
+
"map@5": 0.8155833333333333,
|
316 |
+
"map@10": 0.8198753968253968,
|
317 |
+
"mrr@1": 0.738,
|
318 |
+
"mrr@5": 0.8155833333333333,
|
319 |
+
"mrr@10": 0.8198753968253968,
|
320 |
+
"num_pred": 1000,
|
321 |
+
"num_data": 1000
|
322 |
+
},
|
323 |
+
"A-OKVQA": {
|
324 |
+
"hit@1": 0.711,
|
325 |
+
"hit@5": 0.941,
|
326 |
+
"hit@10": 0.97,
|
327 |
+
"ndcg_linear@1": 0.711,
|
328 |
+
"ndcg_linear@5": 0.8418495966567268,
|
329 |
+
"ndcg_linear@10": 0.8513793910680915,
|
330 |
+
"ndcg_exponential@1": 0.711,
|
331 |
+
"ndcg_exponential@5": 0.8418495966567268,
|
332 |
+
"ndcg_exponential@10": 0.8513793910680915,
|
333 |
+
"precision@1": 0.711,
|
334 |
+
"precision@5": 0.1882,
|
335 |
+
"precision@10": 0.09700000000000002,
|
336 |
+
"recall@1": 0.711,
|
337 |
+
"recall@5": 0.941,
|
338 |
+
"recall@10": 0.97,
|
339 |
+
"f1@1": 0.711,
|
340 |
+
"f1@5": 0.31366666666666665,
|
341 |
+
"f1@10": 0.17636363636363633,
|
342 |
+
"map@1": 0.711,
|
343 |
+
"map@5": 0.8081166666666667,
|
344 |
+
"map@10": 0.8121333333333334,
|
345 |
+
"mrr@1": 0.711,
|
346 |
+
"mrr@5": 0.8081166666666667,
|
347 |
+
"mrr@10": 0.8121333333333334,
|
348 |
+
"num_pred": 1000,
|
349 |
+
"num_data": 1000
|
350 |
+
},
|
351 |
+
"DocVQA": {
|
352 |
+
"hit@1": 0.96,
|
353 |
+
"hit@5": 0.993,
|
354 |
+
"hit@10": 0.996,
|
355 |
+
"ndcg_linear@1": 0.96,
|
356 |
+
"ndcg_linear@5": 0.9797833092698106,
|
357 |
+
"ndcg_linear@10": 0.9807883146670378,
|
358 |
+
"ndcg_exponential@1": 0.96,
|
359 |
+
"ndcg_exponential@5": 0.9797833092698106,
|
360 |
+
"ndcg_exponential@10": 0.9807883146670378,
|
361 |
+
"precision@1": 0.96,
|
362 |
+
"precision@5": 0.19860000000000003,
|
363 |
+
"precision@10": 0.09960000000000002,
|
364 |
+
"recall@1": 0.96,
|
365 |
+
"recall@5": 0.993,
|
366 |
+
"recall@10": 0.996,
|
367 |
+
"f1@1": 0.96,
|
368 |
+
"f1@5": 0.331,
|
369 |
+
"f1@10": 0.18109090909090905,
|
370 |
+
"map@1": 0.96,
|
371 |
+
"map@5": 0.9752,
|
372 |
+
"map@10": 0.9756345238095239,
|
373 |
+
"mrr@1": 0.96,
|
374 |
+
"mrr@5": 0.9752,
|
375 |
+
"mrr@10": 0.9756345238095239,
|
376 |
+
"num_pred": 1000,
|
377 |
+
"num_data": 1000
|
378 |
+
},
|
379 |
+
"InfographicsVQA": {
|
380 |
+
"hit@1": 0.74,
|
381 |
+
"hit@5": 0.887,
|
382 |
+
"hit@10": 0.925,
|
383 |
+
"ndcg_linear@1": 0.74,
|
384 |
+
"ndcg_linear@5": 0.8215002632703688,
|
385 |
+
"ndcg_linear@10": 0.8338866735706076,
|
386 |
+
"ndcg_exponential@1": 0.74,
|
387 |
+
"ndcg_exponential@5": 0.8215002632703688,
|
388 |
+
"ndcg_exponential@10": 0.8338866735706076,
|
389 |
+
"precision@1": 0.74,
|
390 |
+
"precision@5": 0.17740000000000003,
|
391 |
+
"precision@10": 0.09250000000000001,
|
392 |
+
"recall@1": 0.74,
|
393 |
+
"recall@5": 0.887,
|
394 |
+
"recall@10": 0.925,
|
395 |
+
"f1@1": 0.74,
|
396 |
+
"f1@5": 0.2956666666666667,
|
397 |
+
"f1@10": 0.16818181818181815,
|
398 |
+
"map@1": 0.74,
|
399 |
+
"map@5": 0.7993833333333334,
|
400 |
+
"map@10": 0.8045535714285714,
|
401 |
+
"mrr@1": 0.74,
|
402 |
+
"mrr@5": 0.7993833333333334,
|
403 |
+
"mrr@10": 0.8045535714285714,
|
404 |
+
"num_pred": 1000,
|
405 |
+
"num_data": 1000
|
406 |
+
},
|
407 |
+
"ChartQA": {
|
408 |
+
"hit@1": 0.681,
|
409 |
+
"hit@5": 0.826,
|
410 |
+
"hit@10": 0.872,
|
411 |
+
"ndcg_linear@1": 0.681,
|
412 |
+
"ndcg_linear@5": 0.7580943344500665,
|
413 |
+
"ndcg_linear@10": 0.7729516370160638,
|
414 |
+
"ndcg_exponential@1": 0.681,
|
415 |
+
"ndcg_exponential@5": 0.7580943344500665,
|
416 |
+
"ndcg_exponential@10": 0.7729516370160638,
|
417 |
+
"precision@1": 0.681,
|
418 |
+
"precision@5": 0.16519999999999999,
|
419 |
+
"precision@10": 0.08720000000000001,
|
420 |
+
"recall@1": 0.681,
|
421 |
+
"recall@5": 0.826,
|
422 |
+
"recall@10": 0.872,
|
423 |
+
"f1@1": 0.681,
|
424 |
+
"f1@5": 0.2753333333333334,
|
425 |
+
"f1@10": 0.15854545454545454,
|
426 |
+
"map@1": 0.681,
|
427 |
+
"map@5": 0.7355166666666666,
|
428 |
+
"map@10": 0.7416400793650794,
|
429 |
+
"mrr@1": 0.681,
|
430 |
+
"mrr@5": 0.7355166666666666,
|
431 |
+
"mrr@10": 0.7416400793650794,
|
432 |
+
"num_pred": 1000,
|
433 |
+
"num_data": 1000
|
434 |
+
},
|
435 |
+
"Visual7W": {
|
436 |
+
"hit@1": 0.653,
|
437 |
+
"hit@5": 0.911,
|
438 |
+
"hit@10": 0.965,
|
439 |
+
"ndcg_linear@1": 0.653,
|
440 |
+
"ndcg_linear@5": 0.7957439829395048,
|
441 |
+
"ndcg_linear@10": 0.8132923052264777,
|
442 |
+
"ndcg_exponential@1": 0.653,
|
443 |
+
"ndcg_exponential@5": 0.7957439829395048,
|
444 |
+
"ndcg_exponential@10": 0.8132923052264777,
|
445 |
+
"precision@1": 0.653,
|
446 |
+
"precision@5": 0.18220000000000003,
|
447 |
+
"precision@10": 0.09650000000000002,
|
448 |
+
"recall@1": 0.653,
|
449 |
+
"recall@5": 0.911,
|
450 |
+
"recall@10": 0.965,
|
451 |
+
"f1@1": 0.653,
|
452 |
+
"f1@5": 0.3036666666666667,
|
453 |
+
"f1@10": 0.17545454545454545,
|
454 |
+
"map@1": 0.653,
|
455 |
+
"map@5": 0.75685,
|
456 |
+
"map@10": 0.7641448412698413,
|
457 |
+
"mrr@1": 0.653,
|
458 |
+
"mrr@5": 0.75685,
|
459 |
+
"mrr@10": 0.7641448412698413,
|
460 |
+
"num_pred": 1000,
|
461 |
+
"num_data": 1000
|
462 |
+
},
|
463 |
+
"ScienceQA": {
|
464 |
+
"hit@1": 0.627,
|
465 |
+
"hit@5": 0.838,
|
466 |
+
"hit@10": 0.898,
|
467 |
+
"ndcg_linear@1": 0.627,
|
468 |
+
"ndcg_linear@5": 0.7441307828226104,
|
469 |
+
"ndcg_linear@10": 0.7641257526069815,
|
470 |
+
"ndcg_exponential@1": 0.627,
|
471 |
+
"ndcg_exponential@5": 0.7441307828226104,
|
472 |
+
"ndcg_exponential@10": 0.7641257526069815,
|
473 |
+
"precision@1": 0.627,
|
474 |
+
"precision@5": 0.16760000000000003,
|
475 |
+
"precision@10": 0.0898,
|
476 |
+
"recall@1": 0.627,
|
477 |
+
"recall@5": 0.838,
|
478 |
+
"recall@10": 0.898,
|
479 |
+
"f1@1": 0.627,
|
480 |
+
"f1@5": 0.2793333333333334,
|
481 |
+
"f1@10": 0.16327272727272726,
|
482 |
+
"map@1": 0.627,
|
483 |
+
"map@5": 0.7125,
|
484 |
+
"map@10": 0.7211003968253967,
|
485 |
+
"mrr@1": 0.627,
|
486 |
+
"mrr@5": 0.7125,
|
487 |
+
"mrr@10": 0.7211003968253967,
|
488 |
+
"num_pred": 1000,
|
489 |
+
"num_data": 1000
|
490 |
+
},
|
491 |
+
"VizWiz": {
|
492 |
+
"hit@1": 0.569,
|
493 |
+
"hit@5": 0.724,
|
494 |
+
"hit@10": 0.761,
|
495 |
+
"ndcg_linear@1": 0.569,
|
496 |
+
"ndcg_linear@5": 0.6555370943694709,
|
497 |
+
"ndcg_linear@10": 0.6678951249768675,
|
498 |
+
"ndcg_exponential@1": 0.569,
|
499 |
+
"ndcg_exponential@5": 0.6555370943694709,
|
500 |
+
"ndcg_exponential@10": 0.6678951249768675,
|
501 |
+
"precision@1": 0.569,
|
502 |
+
"precision@5": 0.1448,
|
503 |
+
"precision@10": 0.0761,
|
504 |
+
"recall@1": 0.569,
|
505 |
+
"recall@5": 0.724,
|
506 |
+
"recall@10": 0.761,
|
507 |
+
"f1@1": 0.569,
|
508 |
+
"f1@5": 0.24133333333333337,
|
509 |
+
"f1@10": 0.13836363636363638,
|
510 |
+
"map@1": 0.569,
|
511 |
+
"map@5": 0.6323666666666666,
|
512 |
+
"map@10": 0.6377007936507937,
|
513 |
+
"mrr@1": 0.569,
|
514 |
+
"mrr@5": 0.6323666666666666,
|
515 |
+
"mrr@10": 0.6377007936507937,
|
516 |
+
"num_pred": 1000,
|
517 |
+
"num_data": 1000
|
518 |
+
},
|
519 |
+
"GQA": {
|
520 |
+
"hit@1": 0.624,
|
521 |
+
"hit@5": 0.823,
|
522 |
+
"hit@10": 0.886,
|
523 |
+
"ndcg_linear@1": 0.624,
|
524 |
+
"ndcg_linear@5": 0.7342658154287309,
|
525 |
+
"ndcg_linear@10": 0.7548121833408118,
|
526 |
+
"ndcg_exponential@1": 0.624,
|
527 |
+
"ndcg_exponential@5": 0.7342658154287309,
|
528 |
+
"ndcg_exponential@10": 0.7548121833408118,
|
529 |
+
"precision@1": 0.624,
|
530 |
+
"precision@5": 0.16460000000000002,
|
531 |
+
"precision@10": 0.08860000000000001,
|
532 |
+
"recall@1": 0.624,
|
533 |
+
"recall@5": 0.823,
|
534 |
+
"recall@10": 0.886,
|
535 |
+
"f1@1": 0.624,
|
536 |
+
"f1@5": 0.2743333333333334,
|
537 |
+
"f1@10": 0.1610909090909091,
|
538 |
+
"map@1": 0.624,
|
539 |
+
"map@5": 0.7043833333333333,
|
540 |
+
"map@10": 0.7129646825396826,
|
541 |
+
"mrr@1": 0.624,
|
542 |
+
"mrr@5": 0.7043833333333333,
|
543 |
+
"mrr@10": 0.7129646825396826,
|
544 |
+
"num_pred": 1000,
|
545 |
+
"num_data": 1000
|
546 |
+
},
|
547 |
+
"TextVQA": {
|
548 |
+
"hit@1": 0.882,
|
549 |
+
"hit@5": 0.937,
|
550 |
+
"hit@10": 0.948,
|
551 |
+
"ndcg_linear@1": 0.882,
|
552 |
+
"ndcg_linear@5": 0.9118377392749808,
|
553 |
+
"ndcg_linear@10": 0.9152642970600482,
|
554 |
+
"ndcg_exponential@1": 0.882,
|
555 |
+
"ndcg_exponential@5": 0.9118377392749808,
|
556 |
+
"ndcg_exponential@10": 0.9152642970600482,
|
557 |
+
"precision@1": 0.882,
|
558 |
+
"precision@5": 0.18740000000000004,
|
559 |
+
"precision@10": 0.09480000000000001,
|
560 |
+
"recall@1": 0.882,
|
561 |
+
"recall@5": 0.937,
|
562 |
+
"recall@10": 0.948,
|
563 |
+
"f1@1": 0.882,
|
564 |
+
"f1@5": 0.31233333333333335,
|
565 |
+
"f1@10": 0.17236363636363636,
|
566 |
+
"map@1": 0.882,
|
567 |
+
"map@5": 0.9034166666666668,
|
568 |
+
"map@10": 0.9047551587301588,
|
569 |
+
"mrr@1": 0.882,
|
570 |
+
"mrr@5": 0.9034166666666668,
|
571 |
+
"mrr@10": 0.9047551587301588,
|
572 |
+
"num_pred": 1000,
|
573 |
+
"num_data": 1000
|
574 |
+
},
|
575 |
+
"VisDial": {
|
576 |
+
"hit@1": 0.855,
|
577 |
+
"hit@5": 0.974,
|
578 |
+
"hit@10": 0.991,
|
579 |
+
"ndcg_linear@1": 0.855,
|
580 |
+
"ndcg_linear@5": 0.9218847416528654,
|
581 |
+
"ndcg_linear@10": 0.9274132808218436,
|
582 |
+
"ndcg_exponential@1": 0.855,
|
583 |
+
"ndcg_exponential@5": 0.9218847416528654,
|
584 |
+
"ndcg_exponential@10": 0.9274132808218436,
|
585 |
+
"precision@1": 0.855,
|
586 |
+
"precision@5": 0.1948,
|
587 |
+
"precision@10": 0.09910000000000002,
|
588 |
+
"recall@1": 0.855,
|
589 |
+
"recall@5": 0.974,
|
590 |
+
"recall@10": 0.991,
|
591 |
+
"f1@1": 0.855,
|
592 |
+
"f1@5": 0.3246666666666666,
|
593 |
+
"f1@10": 0.18018181818181817,
|
594 |
+
"map@1": 0.855,
|
595 |
+
"map@5": 0.9042,
|
596 |
+
"map@10": 0.9064972222222223,
|
597 |
+
"mrr@1": 0.855,
|
598 |
+
"mrr@5": 0.9042,
|
599 |
+
"mrr@10": 0.9064972222222223,
|
600 |
+
"num_pred": 1000,
|
601 |
+
"num_data": 1000
|
602 |
+
},
|
603 |
+
"CIRR": {
|
604 |
+
"hit@1": 0.695,
|
605 |
+
"hit@5": 0.936,
|
606 |
+
"hit@10": 0.97,
|
607 |
+
"ndcg_linear@1": 0.695,
|
608 |
+
"ndcg_linear@5": 0.8303720235690268,
|
609 |
+
"ndcg_linear@10": 0.8416097816203485,
|
610 |
+
"ndcg_exponential@1": 0.695,
|
611 |
+
"ndcg_exponential@5": 0.8303720235690268,
|
612 |
+
"ndcg_exponential@10": 0.8416097816203485,
|
613 |
+
"precision@1": 0.695,
|
614 |
+
"precision@5": 0.1872,
|
615 |
+
"precision@10": 0.09700000000000002,
|
616 |
+
"recall@1": 0.695,
|
617 |
+
"recall@5": 0.936,
|
618 |
+
"recall@10": 0.97,
|
619 |
+
"f1@1": 0.695,
|
620 |
+
"f1@5": 0.312,
|
621 |
+
"f1@10": 0.17636363636363636,
|
622 |
+
"map@1": 0.695,
|
623 |
+
"map@5": 0.7945166666666666,
|
624 |
+
"map@10": 0.7992964285714286,
|
625 |
+
"mrr@1": 0.695,
|
626 |
+
"mrr@5": 0.7945166666666666,
|
627 |
+
"mrr@10": 0.7992964285714286,
|
628 |
+
"num_pred": 1000,
|
629 |
+
"num_data": 1000
|
630 |
+
},
|
631 |
+
"VisualNews_t2i": {
|
632 |
+
"hit@1": 0.805,
|
633 |
+
"hit@5": 0.919,
|
634 |
+
"hit@10": 0.941,
|
635 |
+
"ndcg_linear@1": 0.805,
|
636 |
+
"ndcg_linear@5": 0.867631837778723,
|
637 |
+
"ndcg_linear@10": 0.8750135606412587,
|
638 |
+
"ndcg_exponential@1": 0.805,
|
639 |
+
"ndcg_exponential@5": 0.867631837778723,
|
640 |
+
"ndcg_exponential@10": 0.8750135606412587,
|
641 |
+
"precision@1": 0.805,
|
642 |
+
"precision@5": 0.18380000000000002,
|
643 |
+
"precision@10": 0.0941,
|
644 |
+
"recall@1": 0.805,
|
645 |
+
"recall@5": 0.919,
|
646 |
+
"recall@10": 0.941,
|
647 |
+
"f1@1": 0.805,
|
648 |
+
"f1@5": 0.30633333333333335,
|
649 |
+
"f1@10": 0.17109090909090907,
|
650 |
+
"map@1": 0.805,
|
651 |
+
"map@5": 0.8504,
|
652 |
+
"map@10": 0.8536031746031746,
|
653 |
+
"mrr@1": 0.805,
|
654 |
+
"mrr@5": 0.8504,
|
655 |
+
"mrr@10": 0.8536031746031746,
|
656 |
+
"num_pred": 1000,
|
657 |
+
"num_data": 1000
|
658 |
+
},
|
659 |
+
"VisualNews_i2t": {
|
660 |
+
"hit@1": 0.839,
|
661 |
+
"hit@5": 0.944,
|
662 |
+
"hit@10": 0.96,
|
663 |
+
"ndcg_linear@1": 0.839,
|
664 |
+
"ndcg_linear@5": 0.8971916372890704,
|
665 |
+
"ndcg_linear@10": 0.9024827626264819,
|
666 |
+
"ndcg_exponential@1": 0.839,
|
667 |
+
"ndcg_exponential@5": 0.8971916372890704,
|
668 |
+
"ndcg_exponential@10": 0.9024827626264819,
|
669 |
+
"precision@1": 0.839,
|
670 |
+
"precision@5": 0.18880000000000002,
|
671 |
+
"precision@10": 0.09600000000000002,
|
672 |
+
"recall@1": 0.839,
|
673 |
+
"recall@5": 0.944,
|
674 |
+
"recall@10": 0.96,
|
675 |
+
"f1@1": 0.839,
|
676 |
+
"f1@5": 0.3146666666666667,
|
677 |
+
"f1@10": 0.17454545454545456,
|
678 |
+
"map@1": 0.839,
|
679 |
+
"map@5": 0.8814333333333333,
|
680 |
+
"map@10": 0.8836849206349207,
|
681 |
+
"mrr@1": 0.839,
|
682 |
+
"mrr@5": 0.8814333333333333,
|
683 |
+
"mrr@10": 0.8836849206349207,
|
684 |
+
"num_pred": 1000,
|
685 |
+
"num_data": 1000
|
686 |
+
},
|
687 |
+
"MSCOCO_t2i": {
|
688 |
+
"hit@1": 0.826,
|
689 |
+
"hit@5": 0.975,
|
690 |
+
"hit@10": 0.989,
|
691 |
+
"ndcg_linear@1": 0.826,
|
692 |
+
"ndcg_linear@5": 0.9096247418711488,
|
693 |
+
"ndcg_linear@10": 0.9142456743452003,
|
694 |
+
"ndcg_exponential@1": 0.826,
|
695 |
+
"ndcg_exponential@5": 0.9096247418711488,
|
696 |
+
"ndcg_exponential@10": 0.9142456743452003,
|
697 |
+
"precision@1": 0.826,
|
698 |
+
"precision@5": 0.19500000000000006,
|
699 |
+
"precision@10": 0.0989,
|
700 |
+
"recall@1": 0.826,
|
701 |
+
"recall@5": 0.975,
|
702 |
+
"recall@10": 0.989,
|
703 |
+
"f1@1": 0.826,
|
704 |
+
"f1@5": 0.325,
|
705 |
+
"f1@10": 0.17981818181818182,
|
706 |
+
"map@1": 0.826,
|
707 |
+
"map@5": 0.8874666666666667,
|
708 |
+
"map@10": 0.8894313492063491,
|
709 |
+
"mrr@1": 0.826,
|
710 |
+
"mrr@5": 0.8874666666666667,
|
711 |
+
"mrr@10": 0.8894313492063491,
|
712 |
+
"num_pred": 1000,
|
713 |
+
"num_data": 1000
|
714 |
+
},
|
715 |
+
"MSCOCO_i2t": {
|
716 |
+
"hit@1": 0.801,
|
717 |
+
"hit@5": 0.962,
|
718 |
+
"hit@10": 0.987,
|
719 |
+
"ndcg_linear@1": 0.801,
|
720 |
+
"ndcg_linear@5": 0.8895554177540842,
|
721 |
+
"ndcg_linear@10": 0.8978197338403454,
|
722 |
+
"ndcg_exponential@1": 0.801,
|
723 |
+
"ndcg_exponential@5": 0.8895554177540842,
|
724 |
+
"ndcg_exponential@10": 0.8978197338403454,
|
725 |
+
"precision@1": 0.801,
|
726 |
+
"precision@5": 0.19240000000000004,
|
727 |
+
"precision@10": 0.09870000000000002,
|
728 |
+
"recall@1": 0.801,
|
729 |
+
"recall@5": 0.962,
|
730 |
+
"recall@10": 0.987,
|
731 |
+
"f1@1": 0.801,
|
732 |
+
"f1@5": 0.3206666666666667,
|
733 |
+
"f1@10": 0.17945454545454545,
|
734 |
+
"map@1": 0.801,
|
735 |
+
"map@5": 0.8652000000000001,
|
736 |
+
"map@10": 0.8687182539682539,
|
737 |
+
"mrr@1": 0.801,
|
738 |
+
"mrr@5": 0.8652000000000001,
|
739 |
+
"mrr@10": 0.8687182539682539,
|
740 |
+
"num_pred": 1000,
|
741 |
+
"num_data": 1000
|
742 |
+
},
|
743 |
+
"NIGHTS": {
|
744 |
+
"hit@1": 0.67,
|
745 |
+
"hit@5": 0.98,
|
746 |
+
"hit@10": 0.994,
|
747 |
+
"ndcg_linear@1": 0.67,
|
748 |
+
"ndcg_linear@5": 0.8514951168442588,
|
749 |
+
"ndcg_linear@10": 0.8562767340903585,
|
750 |
+
"ndcg_exponential@1": 0.67,
|
751 |
+
"ndcg_exponential@5": 0.8514951168442588,
|
752 |
+
"ndcg_exponential@10": 0.8562767340903585,
|
753 |
+
"precision@1": 0.67,
|
754 |
+
"precision@5": 0.19600000000000004,
|
755 |
+
"precision@10": 0.09940000000000002,
|
756 |
+
"recall@1": 0.67,
|
757 |
+
"recall@5": 0.98,
|
758 |
+
"recall@10": 0.994,
|
759 |
+
"f1@1": 0.67,
|
760 |
+
"f1@5": 0.3266666666666666,
|
761 |
+
"f1@10": 0.18072727272727268,
|
762 |
+
"map@1": 0.67,
|
763 |
+
"map@5": 0.8072333333333334,
|
764 |
+
"map@10": 0.8093563492063491,
|
765 |
+
"mrr@1": 0.67,
|
766 |
+
"mrr@5": 0.8072333333333334,
|
767 |
+
"mrr@10": 0.8093563492063491,
|
768 |
+
"num_pred": 1000,
|
769 |
+
"num_data": 1000
|
770 |
+
},
|
771 |
+
"WebQA": {
|
772 |
+
"hit@1": 0.927,
|
773 |
+
"hit@5": 0.99,
|
774 |
+
"hit@10": 0.996,
|
775 |
+
"ndcg_linear@1": 0.927,
|
776 |
+
"ndcg_linear@5": 0.9646122229672621,
|
777 |
+
"ndcg_linear@10": 0.9665993599079417,
|
778 |
+
"ndcg_exponential@1": 0.927,
|
779 |
+
"ndcg_exponential@5": 0.9646122229672621,
|
780 |
+
"ndcg_exponential@10": 0.9665993599079417,
|
781 |
+
"precision@1": 0.927,
|
782 |
+
"precision@5": 0.19800000000000004,
|
783 |
+
"precision@10": 0.09960000000000002,
|
784 |
+
"recall@1": 0.927,
|
785 |
+
"recall@5": 0.99,
|
786 |
+
"recall@10": 0.996,
|
787 |
+
"f1@1": 0.927,
|
788 |
+
"f1@5": 0.33,
|
789 |
+
"f1@10": 0.18109090909090905,
|
790 |
+
"map@1": 0.927,
|
791 |
+
"map@5": 0.9558166666666666,
|
792 |
+
"map@10": 0.9566619047619047,
|
793 |
+
"mrr@1": 0.927,
|
794 |
+
"mrr@5": 0.9558166666666666,
|
795 |
+
"mrr@10": 0.9566619047619047,
|
796 |
+
"num_pred": 1000,
|
797 |
+
"num_data": 1000
|
798 |
+
},
|
799 |
+
"FashionIQ": {
|
800 |
+
"hit@1": 0.322,
|
801 |
+
"hit@5": 0.595,
|
802 |
+
"hit@10": 0.704,
|
803 |
+
"ndcg_linear@1": 0.322,
|
804 |
+
"ndcg_linear@5": 0.46773316488052585,
|
805 |
+
"ndcg_linear@10": 0.5034661018908781,
|
806 |
+
"ndcg_exponential@1": 0.322,
|
807 |
+
"ndcg_exponential@5": 0.46773316488052585,
|
808 |
+
"ndcg_exponential@10": 0.5034661018908781,
|
809 |
+
"precision@1": 0.322,
|
810 |
+
"precision@5": 0.119,
|
811 |
+
"precision@10": 0.0704,
|
812 |
+
"recall@1": 0.322,
|
813 |
+
"recall@5": 0.595,
|
814 |
+
"recall@10": 0.704,
|
815 |
+
"f1@1": 0.322,
|
816 |
+
"f1@5": 0.1983333333333334,
|
817 |
+
"f1@10": 0.128,
|
818 |
+
"map@1": 0.322,
|
819 |
+
"map@5": 0.42531666666666673,
|
820 |
+
"map@10": 0.44034761904761904,
|
821 |
+
"mrr@1": 0.322,
|
822 |
+
"mrr@5": 0.42531666666666673,
|
823 |
+
"mrr@10": 0.44034761904761904,
|
824 |
+
"num_pred": 1000,
|
825 |
+
"num_data": 1000
|
826 |
+
},
|
827 |
+
"Wiki-SS-NQ": {
|
828 |
+
"hit@1": 0.742,
|
829 |
+
"hit@5": 0.913,
|
830 |
+
"hit@10": 0.948,
|
831 |
+
"ndcg_linear@1": 0.742,
|
832 |
+
"ndcg_linear@5": 0.8368546498592745,
|
833 |
+
"ndcg_linear@10": 0.8483141717811807,
|
834 |
+
"ndcg_exponential@1": 0.742,
|
835 |
+
"ndcg_exponential@5": 0.8368546498592745,
|
836 |
+
"ndcg_exponential@10": 0.8483141717811807,
|
837 |
+
"precision@1": 0.742,
|
838 |
+
"precision@5": 0.1826,
|
839 |
+
"precision@10": 0.09480000000000001,
|
840 |
+
"recall@1": 0.742,
|
841 |
+
"recall@5": 0.913,
|
842 |
+
"recall@10": 0.948,
|
843 |
+
"f1@1": 0.742,
|
844 |
+
"f1@5": 0.3043333333333333,
|
845 |
+
"f1@10": 0.17236363636363636,
|
846 |
+
"map@1": 0.742,
|
847 |
+
"map@5": 0.8111666666666666,
|
848 |
+
"map@10": 0.8159821428571429,
|
849 |
+
"mrr@1": 0.742,
|
850 |
+
"mrr@5": 0.8111666666666666,
|
851 |
+
"mrr@10": 0.8159821428571429,
|
852 |
+
"num_pred": 1000,
|
853 |
+
"num_data": 1000
|
854 |
+
},
|
855 |
+
"OVEN": {
|
856 |
+
"hit@1": 0.725,
|
857 |
+
"hit@5": 0.904,
|
858 |
+
"hit@10": 0.943,
|
859 |
+
"ndcg_linear@1": 0.725,
|
860 |
+
"ndcg_linear@5": 0.8239706868512274,
|
861 |
+
"ndcg_linear@10": 0.8365741461671187,
|
862 |
+
"ndcg_exponential@1": 0.725,
|
863 |
+
"ndcg_exponential@5": 0.8239706868512274,
|
864 |
+
"ndcg_exponential@10": 0.8365741461671187,
|
865 |
+
"precision@1": 0.725,
|
866 |
+
"precision@5": 0.18080000000000002,
|
867 |
+
"precision@10": 0.09430000000000001,
|
868 |
+
"recall@1": 0.725,
|
869 |
+
"recall@5": 0.904,
|
870 |
+
"recall@10": 0.943,
|
871 |
+
"f1@1": 0.725,
|
872 |
+
"f1@5": 0.3013333333333334,
|
873 |
+
"f1@10": 0.17145454545454544,
|
874 |
+
"map@1": 0.725,
|
875 |
+
"map@5": 0.7969833333333334,
|
876 |
+
"map@10": 0.802181746031746,
|
877 |
+
"mrr@1": 0.725,
|
878 |
+
"mrr@5": 0.7969833333333334,
|
879 |
+
"mrr@10": 0.802181746031746,
|
880 |
+
"num_pred": 1000,
|
881 |
+
"num_data": 1000
|
882 |
+
},
|
883 |
+
"EDIS": {
|
884 |
+
"hit@1": 0.914,
|
885 |
+
"hit@5": 0.988,
|
886 |
+
"hit@10": 0.996,
|
887 |
+
"ndcg_linear@1": 0.914,
|
888 |
+
"ndcg_linear@5": 0.957026923765827,
|
889 |
+
"ndcg_linear@10": 0.9597672173910449,
|
890 |
+
"ndcg_exponential@1": 0.914,
|
891 |
+
"ndcg_exponential@5": 0.957026923765827,
|
892 |
+
"ndcg_exponential@10": 0.9597672173910449,
|
893 |
+
"precision@1": 0.914,
|
894 |
+
"precision@5": 0.19760000000000003,
|
895 |
+
"precision@10": 0.09960000000000001,
|
896 |
+
"recall@1": 0.914,
|
897 |
+
"recall@5": 0.988,
|
898 |
+
"recall@10": 0.996,
|
899 |
+
"f1@1": 0.914,
|
900 |
+
"f1@5": 0.32933333333333337,
|
901 |
+
"f1@10": 0.18109090909090905,
|
902 |
+
"map@1": 0.914,
|
903 |
+
"map@5": 0.9464166666666668,
|
904 |
+
"map@10": 0.9476369047619047,
|
905 |
+
"mrr@1": 0.914,
|
906 |
+
"mrr@5": 0.9464166666666668,
|
907 |
+
"mrr@10": 0.9476369047619047,
|
908 |
+
"num_pred": 1000,
|
909 |
+
"num_data": 1000
|
910 |
+
},
|
911 |
+
"MSCOCO": {
|
912 |
+
"hit@1": 0.815,
|
913 |
+
"hit@5": 0.941,
|
914 |
+
"hit@10": 0.962,
|
915 |
+
"ndcg_linear@1": 0.815,
|
916 |
+
"ndcg_linear@5": 0.8851674296999685,
|
917 |
+
"ndcg_linear@10": 0.8921377681839521,
|
918 |
+
"ndcg_exponential@1": 0.815,
|
919 |
+
"ndcg_exponential@5": 0.8851674296999685,
|
920 |
+
"ndcg_exponential@10": 0.8921377681839521,
|
921 |
+
"precision@1": 0.815,
|
922 |
+
"precision@5": 0.18820000000000003,
|
923 |
+
"precision@10": 0.09620000000000002,
|
924 |
+
"recall@1": 0.815,
|
925 |
+
"recall@5": 0.941,
|
926 |
+
"recall@10": 0.962,
|
927 |
+
"f1@1": 0.815,
|
928 |
+
"f1@5": 0.31366666666666665,
|
929 |
+
"f1@10": 0.1749090909090909,
|
930 |
+
"map@1": 0.815,
|
931 |
+
"map@5": 0.8663333333333333,
|
932 |
+
"map@10": 0.8693142857142857,
|
933 |
+
"mrr@1": 0.815,
|
934 |
+
"mrr@5": 0.8663333333333333,
|
935 |
+
"mrr@10": 0.8693142857142857,
|
936 |
+
"num_pred": 1000,
|
937 |
+
"num_data": 1000
|
938 |
+
},
|
939 |
+
"RefCOCO": {
|
940 |
+
"hit@1": 0.935,
|
941 |
+
"hit@5": 0.997,
|
942 |
+
"hit@10": 0.999,
|
943 |
+
"ndcg_linear@1": 0.935,
|
944 |
+
"ndcg_linear@5": 0.9724617299760828,
|
945 |
+
"ndcg_linear@10": 0.9730841281357341,
|
946 |
+
"ndcg_exponential@1": 0.935,
|
947 |
+
"ndcg_exponential@5": 0.9724617299760828,
|
948 |
+
"ndcg_exponential@10": 0.9730841281357341,
|
949 |
+
"precision@1": 0.935,
|
950 |
+
"precision@5": 0.19940000000000002,
|
951 |
+
"precision@10": 0.0999,
|
952 |
+
"recall@1": 0.935,
|
953 |
+
"recall@5": 0.997,
|
954 |
+
"recall@10": 0.999,
|
955 |
+
"f1@1": 0.935,
|
956 |
+
"f1@5": 0.33233333333333337,
|
957 |
+
"f1@10": 0.18163636363636362,
|
958 |
+
"map@1": 0.935,
|
959 |
+
"map@5": 0.9639166666666668,
|
960 |
+
"map@10": 0.9641595238095239,
|
961 |
+
"mrr@1": 0.935,
|
962 |
+
"mrr@5": 0.9639166666666668,
|
963 |
+
"mrr@10": 0.9641595238095239,
|
964 |
+
"num_pred": 1000,
|
965 |
+
"num_data": 1000
|
966 |
+
},
|
967 |
+
"RefCOCO-Matching": {
|
968 |
+
"hit@1": 0.929,
|
969 |
+
"hit@5": 1.0,
|
970 |
+
"hit@10": 1.0,
|
971 |
+
"ndcg_linear@1": 0.929,
|
972 |
+
"ndcg_linear@5": 0.9732900760500937,
|
973 |
+
"ndcg_linear@10": 0.9732900760500937,
|
974 |
+
"ndcg_exponential@1": 0.929,
|
975 |
+
"ndcg_exponential@5": 0.9732900760500937,
|
976 |
+
"ndcg_exponential@10": 0.9732900760500937,
|
977 |
+
"precision@1": 0.929,
|
978 |
+
"precision@5": 0.20000000000000004,
|
979 |
+
"precision@10": 0.10000000000000002,
|
980 |
+
"recall@1": 0.929,
|
981 |
+
"recall@5": 1.0,
|
982 |
+
"recall@10": 1.0,
|
983 |
+
"f1@1": 0.929,
|
984 |
+
"f1@5": 0.3333333333333333,
|
985 |
+
"f1@10": 0.18181818181818182,
|
986 |
+
"map@1": 0.929,
|
987 |
+
"map@5": 0.9638666666666666,
|
988 |
+
"map@10": 0.9638666666666666,
|
989 |
+
"mrr@1": 0.929,
|
990 |
+
"mrr@5": 0.9638666666666666,
|
991 |
+
"mrr@10": 0.9638666666666666,
|
992 |
+
"num_pred": 1000,
|
993 |
+
"num_data": 1000
|
994 |
+
},
|
995 |
+
"Visual7W-Pointing": {
|
996 |
+
"hit@1": 0.818,
|
997 |
+
"hit@5": 0.942,
|
998 |
+
"hit@10": 0.964,
|
999 |
+
"ndcg_linear@1": 0.818,
|
1000 |
+
"ndcg_linear@5": 0.8865860771711156,
|
1001 |
+
"ndcg_linear@10": 0.8936311903397262,
|
1002 |
+
"ndcg_exponential@1": 0.818,
|
1003 |
+
"ndcg_exponential@5": 0.8865860771711156,
|
1004 |
+
"ndcg_exponential@10": 0.8936311903397262,
|
1005 |
+
"precision@1": 0.818,
|
1006 |
+
"precision@5": 0.18840000000000004,
|
1007 |
+
"precision@10": 0.09640000000000001,
|
1008 |
+
"recall@1": 0.818,
|
1009 |
+
"recall@5": 0.942,
|
1010 |
+
"recall@10": 0.964,
|
1011 |
+
"f1@1": 0.818,
|
1012 |
+
"f1@5": 0.314,
|
1013 |
+
"f1@10": 0.17527272727272725,
|
1014 |
+
"map@1": 0.818,
|
1015 |
+
"map@5": 0.8679000000000001,
|
1016 |
+
"map@10": 0.8707690476190477,
|
1017 |
+
"mrr@1": 0.818,
|
1018 |
+
"mrr@5": 0.8679000000000001,
|
1019 |
+
"mrr@10": 0.8707690476190477,
|
1020 |
+
"num_pred": 1000,
|
1021 |
+
"num_data": 1000
|
1022 |
+
}
|
1023 |
+
},
|
1024 |
+
"visdoc": {
|
1025 |
+
"ViDoRe_arxivqa": "DIR_N/A",
|
1026 |
+
"ViDoRe_docvqa": "DIR_N/A",
|
1027 |
+
"ViDoRe_infovqa": "DIR_N/A",
|
1028 |
+
"ViDoRe_tabfquad": "DIR_N/A",
|
1029 |
+
"ViDoRe_tatdqa": "DIR_N/A",
|
1030 |
+
"ViDoRe_shiftproject": "DIR_N/A",
|
1031 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": "DIR_N/A",
|
1032 |
+
"ViDoRe_syntheticDocQA_energy": "DIR_N/A",
|
1033 |
+
"ViDoRe_syntheticDocQA_government_reports": "DIR_N/A",
|
1034 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": "DIR_N/A",
|
1035 |
+
"ViDoRe_esg_reports_human_labeled_v2": "DIR_N/A",
|
1036 |
+
"ViDoRe_biomedical_lectures_v2": "DIR_N/A",
|
1037 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": "DIR_N/A",
|
1038 |
+
"ViDoRe_economics_reports_v2": "DIR_N/A",
|
1039 |
+
"ViDoRe_economics_reports_v2_multilingual": "DIR_N/A",
|
1040 |
+
"ViDoRe_esg_reports_v2": "DIR_N/A",
|
1041 |
+
"ViDoRe_esg_reports_v2_multilingual": "DIR_N/A",
|
1042 |
+
"VisRAG_ArxivQA": "DIR_N/A",
|
1043 |
+
"VisRAG_ChartQA": "DIR_N/A",
|
1044 |
+
"VisRAG_MP-DocVQA": "DIR_N/A",
|
1045 |
+
"VisRAG_SlideVQA": "DIR_N/A",
|
1046 |
+
"VisRAG_InfoVQA": "DIR_N/A",
|
1047 |
+
"VisRAG_PlotQA": "DIR_N/A",
|
1048 |
+
"ViDoSeek-page": "DIR_N/A",
|
1049 |
+
"ViDoSeek-doc": "DIR_N/A",
|
1050 |
+
"MMLongBench-page": "DIR_N/A",
|
1051 |
+
"MMLongBench-doc": "DIR_N/A"
|
1052 |
+
},
|
1053 |
+
"video": {
|
1054 |
+
"DiDeMo": "DIR_N/A",
|
1055 |
+
"MSR-VTT": "DIR_N/A",
|
1056 |
+
"MSVD": "DIR_N/A",
|
1057 |
+
"VATEX": "DIR_N/A",
|
1058 |
+
"YouCook2": "DIR_N/A",
|
1059 |
+
"QVHighlight": "DIR_N/A",
|
1060 |
+
"Charades-STA": "DIR_N/A",
|
1061 |
+
"MomentSeeker": "DIR_N/A",
|
1062 |
+
"K700": "DIR_N/A",
|
1063 |
+
"SmthSmthV2": "DIR_N/A",
|
1064 |
+
"HMDB51": "DIR_N/A",
|
1065 |
+
"UCF101": "DIR_N/A",
|
1066 |
+
"Breakfast": "DIR_N/A",
|
1067 |
+
"MVBench": "DIR_N/A",
|
1068 |
+
"Video-MME": "DIR_N/A",
|
1069 |
+
"NExTQA": "DIR_N/A",
|
1070 |
+
"EgoSchema": "DIR_N/A",
|
1071 |
+
"ActivityNetQA": "DIR_N/A"
|
1072 |
+
}
|
1073 |
+
}
|
1074 |
+
}
|