Evaluation results for Nayana-cognitivelab/exp-colpali-merged-en-20k on vidore/arxivqa_test_subsampled
Browse files- evaluation_results.json +65 -0
evaluation_results.json
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{
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"model_name": "Nayana-cognitivelab/exp-colpali-merged-en-20k",
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"model_family": "colpali",
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"dataset_name": "vidore/arxivqa_test_subsampled",
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"dataset_split": "test",
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"metrics": {
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"ndcg_at_1": 0.006,
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"ndcg_at_3": 0.01179,
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"ndcg_at_5": 0.01179,
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"ndcg_at_10": 0.01899,
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"ndcg_at_20": 0.02565,
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"ndcg_at_50": 0.03822,
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"ndcg_at_100": 0.05573,
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"map_at_1": 0.006,
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"map_at_3": 0.01033,
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"map_at_5": 0.01033,
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"map_at_10": 0.01335,
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"map_at_20": 0.01522,
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"map_at_50": 0.01719,
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"map_at_100": 0.01864,
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"recall_at_1": 0.006,
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"recall_at_3": 0.016,
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"recall_at_5": 0.016,
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"recall_at_10": 0.038,
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"recall_at_20": 0.064,
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"recall_at_50": 0.128,
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"recall_at_100": 0.238,
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"precision_at_1": 0.006,
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"precision_at_3": 0.00533,
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"precision_at_5": 0.0032,
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"precision_at_10": 0.0038,
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"precision_at_20": 0.0032,
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"precision_at_50": 0.00256,
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"precision_at_100": 0.00238,
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"mrr_at_1": 0.008,
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"mrr_at_3": 0.015,
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"mrr_at_5": 0.0155,
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"mrr_at_10": 0.017213492063492063,
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"mrr_at_20": 0.01911783380018674,
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"mrr_at_50": 0.021088860633537435,
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"mrr_at_100": 0.022719543001892873,
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"naucs_at_1_max": 0.15857257848135226,
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"naucs_at_1_std": -0.04051515964582766,
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"naucs_at_1_diff1": 0.8873088274751812,
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"naucs_at_3_max": 0.05902870941776234,
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"naucs_at_3_std": -0.16816474376173868,
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"naucs_at_3_diff1": 0.2540246847330294,
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"naucs_at_5_max": 0.05902870941776238,
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"naucs_at_5_std": -0.16816474376173862,
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"naucs_at_5_diff1": 0.2540246847330296,
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"naucs_at_10_max": 0.1129312414387189,
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"naucs_at_10_std": 0.040289212432745254,
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"naucs_at_10_diff1": -0.022284043890246245,
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"naucs_at_20_max": 0.06727931312047206,
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"naucs_at_20_std": 0.056605513818084215,
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"naucs_at_20_diff1": -0.006632345049637977,
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"naucs_at_50_max": 0.03600467205099412,
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"naucs_at_50_std": 0.05405001629785219,
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"naucs_at_50_diff1": 0.006795298975046003,
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"naucs_at_100_max": 0.01726226802512082,
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"naucs_at_100_std": 0.0438531354375544,
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"naucs_at_100_diff1": 0.06515589253020608
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},
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"evaluation_attempt": 1
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}
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