MMEB-Leaderboard / scores /gme-Qwen2-VL-7B-Instruct.json
MINGYISU's picture
fix model info issues (#59)
b5e0da0 verified
{
"metadata": {
"model_name": "gme-Qwen2-VL-7B-Instruct",
"report_generated_date": "2025-06-28T08:54:18.334782",
"model_size": 8.29,
"url": "https://huggingface.co/Alibaba-NLP/gme-Qwen2-VL-7B-Instruct",
"data_source": "TIGER-Lab"
},
"metrics": {
"image": {
"ImageNet-1K": {
"hit@1": 0.646,
"hit@5": 0.864,
"hit@10": 0.914,
"ndcg_linear@1": 0.646,
"ndcg_linear@5": 0.7675656151573618,
"ndcg_linear@10": 0.7837300096011678,
"ndcg_exponential@1": 0.646,
"ndcg_exponential@5": 0.7675656151573618,
"ndcg_exponential@10": 0.7837300096011678,
"precision@1": 0.646,
"precision@5": 0.1728,
"precision@10": 0.09140000000000001,
"recall@1": 0.646,
"recall@5": 0.864,
"recall@10": 0.914,
"f1@1": 0.646,
"f1@5": 0.288,
"f1@10": 0.16618181818181818,
"map@1": 0.646,
"map@5": 0.7350166666666667,
"map@10": 0.741684126984127,
"mrr@1": 0.646,
"mrr@5": 0.7350166666666667,
"mrr@10": 0.741684126984127,
"num_pred": 1000,
"num_data": 1000
},
"N24News": {
"hit@1": 0.505,
"hit@5": 0.838,
"hit@10": 0.93,
"ndcg_linear@1": 0.505,
"ndcg_linear@5": 0.6859312278730303,
"ndcg_linear@10": 0.7160982776534236,
"ndcg_exponential@1": 0.505,
"ndcg_exponential@5": 0.6859312278730303,
"ndcg_exponential@10": 0.7160982776534236,
"precision@1": 0.505,
"precision@5": 0.1676,
"precision@10": 0.09300000000000003,
"recall@1": 0.505,
"recall@5": 0.838,
"recall@10": 0.93,
"f1@1": 0.505,
"f1@5": 0.2793333333333334,
"f1@10": 0.1690909090909091,
"map@1": 0.505,
"map@5": 0.635,
"map@10": 0.6476924603174602,
"mrr@1": 0.505,
"mrr@5": 0.635,
"mrr@10": 0.6476924603174602,
"num_pred": 1000,
"num_data": 1000
},
"HatefulMemes": {
"hit@1": 0.536,
"hit@5": 1.0,
"hit@10": 1.0,
"ndcg_linear@1": 0.536,
"ndcg_linear@5": 0.8287514056571564,
"ndcg_linear@10": 0.8287514056571564,
"ndcg_exponential@1": 0.536,
"ndcg_exponential@5": 0.8287514056571564,
"ndcg_exponential@10": 0.8287514056571564,
"precision@1": 0.536,
"precision@5": 0.20000000000000004,
"precision@10": 0.10000000000000002,
"recall@1": 0.536,
"recall@5": 1.0,
"recall@10": 1.0,
"f1@1": 0.536,
"f1@5": 0.3333333333333333,
"f1@10": 0.18181818181818182,
"map@1": 0.536,
"map@5": 0.768,
"map@10": 0.768,
"mrr@1": 0.536,
"mrr@5": 0.768,
"mrr@10": 0.768,
"num_pred": 1000,
"num_data": 1000
},
"VOC2007": {
"hit@1": 0.803,
"hit@5": 0.966,
"hit@10": 0.99,
"ndcg_linear@1": 0.803,
"ndcg_linear@5": 0.8956917699369619,
"ndcg_linear@10": 0.9035303593848166,
"ndcg_exponential@1": 0.803,
"ndcg_exponential@5": 0.8956917699369619,
"ndcg_exponential@10": 0.9035303593848166,
"precision@1": 0.803,
"precision@5": 0.19320000000000004,
"precision@10": 0.09900000000000002,
"recall@1": 0.803,
"recall@5": 0.966,
"recall@10": 0.99,
"f1@1": 0.803,
"f1@5": 0.322,
"f1@10": 0.18,
"map@1": 0.803,
"map@5": 0.8717333333333334,
"map@10": 0.8750126984126985,
"mrr@1": 0.803,
"mrr@5": 0.8717333333333334,
"mrr@10": 0.8750126984126985,
"num_pred": 1000,
"num_data": 1000
},
"SUN397": {
"hit@1": 0.695,
"hit@5": 0.93,
"hit@10": 0.964,
"ndcg_linear@1": 0.695,
"ndcg_linear@5": 0.8264697358260907,
"ndcg_linear@10": 0.8377506399258345,
"ndcg_exponential@1": 0.695,
"ndcg_exponential@5": 0.8264697358260907,
"ndcg_exponential@10": 0.8377506399258345,
"precision@1": 0.695,
"precision@5": 0.18600000000000003,
"precision@10": 0.0964,
"recall@1": 0.695,
"recall@5": 0.93,
"recall@10": 0.964,
"f1@1": 0.695,
"f1@5": 0.31,
"f1@10": 0.17527272727272725,
"map@1": 0.695,
"map@5": 0.7914666666666665,
"map@10": 0.7962904761904762,
"mrr@1": 0.695,
"mrr@5": 0.7914666666666665,
"mrr@10": 0.7962904761904762,
"num_pred": 1000,
"num_data": 1000
},
"Place365": {
"hit@1": 0.391,
"hit@5": 0.695,
"hit@10": 0.786,
"ndcg_linear@1": 0.391,
"ndcg_linear@5": 0.5529304236707225,
"ndcg_linear@10": 0.5829135990155158,
"ndcg_exponential@1": 0.391,
"ndcg_exponential@5": 0.5529304236707225,
"ndcg_exponential@10": 0.5829135990155158,
"precision@1": 0.391,
"precision@5": 0.13899999999999998,
"precision@10": 0.07859999999999999,
"recall@1": 0.391,
"recall@5": 0.695,
"recall@10": 0.786,
"f1@1": 0.391,
"f1@5": 0.23166666666666674,
"f1@10": 0.14290909090909093,
"map@1": 0.391,
"map@5": 0.50565,
"map@10": 0.51835,
"mrr@1": 0.391,
"mrr@5": 0.50565,
"mrr@10": 0.51835,
"num_pred": 1000,
"num_data": 1000
},
"ImageNet-A": {
"hit@1": 0.412,
"hit@5": 0.692,
"hit@10": 0.776,
"ndcg_linear@1": 0.412,
"ndcg_linear@5": 0.5641118126578005,
"ndcg_linear@10": 0.5913889513202993,
"ndcg_exponential@1": 0.412,
"ndcg_exponential@5": 0.5641118126578005,
"ndcg_exponential@10": 0.5913889513202993,
"precision@1": 0.412,
"precision@5": 0.1384,
"precision@10": 0.07759999999999999,
"recall@1": 0.412,
"recall@5": 0.692,
"recall@10": 0.776,
"f1@1": 0.412,
"f1@5": 0.23066666666666671,
"f1@10": 0.14109090909090913,
"map@1": 0.412,
"map@5": 0.5212666666666667,
"map@10": 0.532590873015873,
"mrr@1": 0.412,
"mrr@5": 0.5212666666666667,
"mrr@10": 0.532590873015873,
"num_pred": 1000,
"num_data": 1000
},
"ImageNet-R": {
"hit@1": 0.839,
"hit@5": 0.96,
"hit@10": 0.978,
"ndcg_linear@1": 0.839,
"ndcg_linear@5": 0.9069125896441956,
"ndcg_linear@10": 0.9128589977894869,
"ndcg_exponential@1": 0.839,
"ndcg_exponential@5": 0.9069125896441956,
"ndcg_exponential@10": 0.9128589977894869,
"precision@1": 0.839,
"precision@5": 0.192,
"precision@10": 0.09780000000000001,
"recall@1": 0.839,
"recall@5": 0.96,
"recall@10": 0.978,
"f1@1": 0.839,
"f1@5": 0.32,
"f1@10": 0.17781818181818182,
"map@1": 0.839,
"map@5": 0.8889333333333334,
"map@10": 0.8914634920634922,
"mrr@1": 0.839,
"mrr@5": 0.8889333333333334,
"mrr@10": 0.8914634920634922,
"num_pred": 1000,
"num_data": 1000
},
"ObjectNet": {
"hit@1": 0.69,
"hit@5": 0.859,
"hit@10": 0.915,
"ndcg_linear@1": 0.69,
"ndcg_linear@5": 0.7820151814813446,
"ndcg_linear@10": 0.8002958335952403,
"ndcg_exponential@1": 0.69,
"ndcg_exponential@5": 0.7820151814813446,
"ndcg_exponential@10": 0.8002958335952403,
"precision@1": 0.69,
"precision@5": 0.1718,
"precision@10": 0.09150000000000001,
"recall@1": 0.69,
"recall@5": 0.859,
"recall@10": 0.915,
"f1@1": 0.69,
"f1@5": 0.2863333333333334,
"f1@10": 0.16636363636363635,
"map@1": 0.69,
"map@5": 0.7562333333333333,
"map@10": 0.7638757936507936,
"mrr@1": 0.69,
"mrr@5": 0.7562333333333333,
"mrr@10": 0.7638757936507936,
"num_pred": 1000,
"num_data": 1000
},
"Country211": {
"hit@1": 0.248,
"hit@5": 0.457,
"hit@10": 0.559,
"ndcg_linear@1": 0.248,
"ndcg_linear@5": 0.3569485635087294,
"ndcg_linear@10": 0.3901006229753951,
"ndcg_exponential@1": 0.248,
"ndcg_exponential@5": 0.3569485635087294,
"ndcg_exponential@10": 0.3901006229753951,
"precision@1": 0.248,
"precision@5": 0.09140000000000001,
"precision@10": 0.0559,
"recall@1": 0.248,
"recall@5": 0.457,
"recall@10": 0.559,
"f1@1": 0.248,
"f1@5": 0.15233333333333338,
"f1@10": 0.10163636363636365,
"map@1": 0.248,
"map@5": 0.32385,
"map@10": 0.33762063492063493,
"mrr@1": 0.248,
"mrr@5": 0.32385,
"mrr@10": 0.33762063492063493,
"num_pred": 1000,
"num_data": 1000
},
"OK-VQA": {
"hit@1": 0.332,
"hit@5": 0.617,
"hit@10": 0.717,
"ndcg_linear@1": 0.332,
"ndcg_linear@5": 0.485871864688508,
"ndcg_linear@10": 0.5182227215507165,
"ndcg_exponential@1": 0.332,
"ndcg_exponential@5": 0.485871864688508,
"ndcg_exponential@10": 0.5182227215507165,
"precision@1": 0.332,
"precision@5": 0.12340000000000001,
"precision@10": 0.07169999999999999,
"recall@1": 0.332,
"recall@5": 0.617,
"recall@10": 0.717,
"f1@1": 0.332,
"f1@5": 0.20566666666666672,
"f1@10": 0.13036363636363638,
"map@1": 0.332,
"map@5": 0.4420333333333333,
"map@10": 0.45539007936507936,
"mrr@1": 0.332,
"mrr@5": 0.4420333333333333,
"mrr@10": 0.45539007936507936,
"num_pred": 1000,
"num_data": 1000
},
"A-OKVQA": {
"hit@1": 0.21,
"hit@5": 0.5,
"hit@10": 0.638,
"ndcg_linear@1": 0.21,
"ndcg_linear@5": 0.36039694414599044,
"ndcg_linear@10": 0.40511531278859386,
"ndcg_exponential@1": 0.21,
"ndcg_exponential@5": 0.36039694414599044,
"ndcg_exponential@10": 0.40511531278859386,
"precision@1": 0.21,
"precision@5": 0.1,
"precision@10": 0.0638,
"recall@1": 0.21,
"recall@5": 0.5,
"recall@10": 0.638,
"f1@1": 0.21,
"f1@5": 0.1666666666666667,
"f1@10": 0.11600000000000002,
"map@1": 0.21,
"map@5": 0.31425,
"map@10": 0.3327503968253968,
"mrr@1": 0.21,
"mrr@5": 0.31425,
"mrr@10": 0.3327503968253968,
"num_pred": 1000,
"num_data": 1000
},
"DocVQA": {
"hit@1": 0.414,
"hit@5": 0.597,
"hit@10": 0.664,
"ndcg_linear@1": 0.414,
"ndcg_linear@5": 0.5132212142752178,
"ndcg_linear@10": 0.5351036098010266,
"ndcg_exponential@1": 0.414,
"ndcg_exponential@5": 0.5132212142752178,
"ndcg_exponential@10": 0.5351036098010266,
"precision@1": 0.414,
"precision@5": 0.11939999999999998,
"precision@10": 0.06639999999999997,
"recall@1": 0.414,
"recall@5": 0.597,
"recall@10": 0.664,
"f1@1": 0.414,
"f1@5": 0.19900000000000007,
"f1@10": 0.12072727272727275,
"map@1": 0.414,
"map@5": 0.48518333333333336,
"map@10": 0.4943369047619047,
"mrr@1": 0.414,
"mrr@5": 0.48518333333333336,
"mrr@10": 0.4943369047619047,
"num_pred": 1000,
"num_data": 1000
},
"InfographicsVQA": {
"hit@1": 0.203,
"hit@5": 0.383,
"hit@10": 0.467,
"ndcg_linear@1": 0.203,
"ndcg_linear@5": 0.2983142031321632,
"ndcg_linear@10": 0.3252840110636628,
"ndcg_exponential@1": 0.203,
"ndcg_exponential@5": 0.2983142031321632,
"ndcg_exponential@10": 0.3252840110636628,
"precision@1": 0.203,
"precision@5": 0.07659999999999999,
"precision@10": 0.0467,
"recall@1": 0.203,
"recall@5": 0.383,
"recall@10": 0.467,
"f1@1": 0.203,
"f1@5": 0.1276666666666667,
"f1@10": 0.08490909090909092,
"map@1": 0.203,
"map@5": 0.2702,
"map@10": 0.2812119047619048,
"mrr@1": 0.203,
"mrr@5": 0.2702,
"mrr@10": 0.2812119047619048,
"num_pred": 1000,
"num_data": 1000
},
"ChartQA": {
"hit@1": 0.178,
"hit@5": 0.257,
"hit@10": 0.301,
"ndcg_linear@1": 0.178,
"ndcg_linear@5": 0.21916174591757567,
"ndcg_linear@10": 0.23326245822360894,
"ndcg_exponential@1": 0.178,
"ndcg_exponential@5": 0.21916174591757567,
"ndcg_exponential@10": 0.23326245822360894,
"precision@1": 0.178,
"precision@5": 0.05140000000000001,
"precision@10": 0.030100000000000002,
"recall@1": 0.178,
"recall@5": 0.257,
"recall@10": 0.301,
"f1@1": 0.178,
"f1@5": 0.08566666666666668,
"f1@10": 0.054727272727272736,
"map@1": 0.178,
"map@5": 0.20663333333333334,
"map@10": 0.21237777777777778,
"mrr@1": 0.178,
"mrr@5": 0.20663333333333334,
"mrr@10": 0.21237777777777778,
"num_pred": 1000,
"num_data": 1000
},
"Visual7W": {
"hit@1": 0.222,
"hit@5": 0.544,
"hit@10": 0.674,
"ndcg_linear@1": 0.222,
"ndcg_linear@5": 0.3896222077826222,
"ndcg_linear@10": 0.43208253526314966,
"ndcg_exponential@1": 0.222,
"ndcg_exponential@5": 0.3896222077826222,
"ndcg_exponential@10": 0.43208253526314966,
"precision@1": 0.222,
"precision@5": 0.10879999999999998,
"precision@10": 0.06739999999999999,
"recall@1": 0.222,
"recall@5": 0.544,
"recall@10": 0.674,
"f1@1": 0.222,
"f1@5": 0.1813333333333334,
"f1@10": 0.12254545454545457,
"map@1": 0.222,
"map@5": 0.33858333333333335,
"map@10": 0.3563468253968254,
"mrr@1": 0.222,
"mrr@5": 0.33858333333333335,
"mrr@10": 0.3563468253968254,
"num_pred": 1000,
"num_data": 1000
},
"ScienceQA": {
"hit@1": 0.28,
"hit@5": 0.64,
"hit@10": 0.763,
"ndcg_linear@1": 0.28,
"ndcg_linear@5": 0.4740675519059985,
"ndcg_linear@10": 0.514010974748877,
"ndcg_exponential@1": 0.28,
"ndcg_exponential@5": 0.4740675519059985,
"ndcg_exponential@10": 0.514010974748877,
"precision@1": 0.28,
"precision@5": 0.12799999999999997,
"precision@10": 0.07629999999999999,
"recall@1": 0.28,
"recall@5": 0.64,
"recall@10": 0.763,
"f1@1": 0.28,
"f1@5": 0.21333333333333337,
"f1@10": 0.13872727272727275,
"map@1": 0.28,
"map@5": 0.4186333333333333,
"map@10": 0.43520793650793654,
"mrr@1": 0.28,
"mrr@5": 0.4186333333333333,
"mrr@10": 0.43520793650793654,
"num_pred": 1000,
"num_data": 1000
},
"VizWiz": {
"hit@1": 0.39,
"hit@5": 0.613,
"hit@10": 0.673,
"ndcg_linear@1": 0.39,
"ndcg_linear@5": 0.5101413361528128,
"ndcg_linear@10": 0.5295620828845852,
"ndcg_exponential@1": 0.39,
"ndcg_exponential@5": 0.5101413361528128,
"ndcg_exponential@10": 0.5295620828845852,
"precision@1": 0.39,
"precision@5": 0.1226,
"precision@10": 0.0673,
"recall@1": 0.39,
"recall@5": 0.613,
"recall@10": 0.673,
"f1@1": 0.39,
"f1@5": 0.2043333333333334,
"f1@10": 0.12236363636363638,
"map@1": 0.39,
"map@5": 0.4757833333333333,
"map@10": 0.4838107142857143,
"mrr@1": 0.39,
"mrr@5": 0.4757833333333333,
"mrr@10": 0.4838107142857143,
"num_pred": 1000,
"num_data": 1000
},
"GQA": {
"hit@1": 0.769,
"hit@5": 0.941,
"hit@10": 0.965,
"ndcg_linear@1": 0.769,
"ndcg_linear@5": 0.865366522766234,
"ndcg_linear@10": 0.8730495254605352,
"ndcg_exponential@1": 0.769,
"ndcg_exponential@5": 0.865366522766234,
"ndcg_exponential@10": 0.8730495254605352,
"precision@1": 0.769,
"precision@5": 0.1882,
"precision@10": 0.0965,
"recall@1": 0.769,
"recall@5": 0.941,
"recall@10": 0.965,
"f1@1": 0.769,
"f1@5": 0.31366666666666665,
"f1@10": 0.17545454545454545,
"map@1": 0.769,
"map@5": 0.8397666666666667,
"map@10": 0.8428908730158731,
"mrr@1": 0.769,
"mrr@5": 0.8397666666666667,
"mrr@10": 0.8428908730158731,
"num_pred": 1000,
"num_data": 1000
},
"TextVQA": {
"hit@1": 0.468,
"hit@5": 0.685,
"hit@10": 0.74,
"ndcg_linear@1": 0.468,
"ndcg_linear@5": 0.5857686784282851,
"ndcg_linear@10": 0.6036026979398256,
"ndcg_exponential@1": 0.468,
"ndcg_exponential@5": 0.5857686784282851,
"ndcg_exponential@10": 0.6036026979398256,
"precision@1": 0.468,
"precision@5": 0.137,
"precision@10": 0.074,
"recall@1": 0.468,
"recall@5": 0.685,
"recall@10": 0.74,
"f1@1": 0.468,
"f1@5": 0.22833333333333336,
"f1@10": 0.13454545454545455,
"map@1": 0.468,
"map@5": 0.5525333333333333,
"map@10": 0.5599246031746031,
"mrr@1": 0.468,
"mrr@5": 0.5525333333333333,
"mrr@10": 0.5599246031746031,
"num_pred": 1000,
"num_data": 1000
},
"VisDial": {
"hit@1": 0.608,
"hit@5": 0.843,
"hit@10": 0.914,
"ndcg_linear@1": 0.608,
"ndcg_linear@5": 0.733577948489228,
"ndcg_linear@10": 0.7570027510391492,
"ndcg_exponential@1": 0.608,
"ndcg_exponential@5": 0.733577948489228,
"ndcg_exponential@10": 0.7570027510391492,
"precision@1": 0.608,
"precision@5": 0.1686,
"precision@10": 0.09140000000000001,
"recall@1": 0.608,
"recall@5": 0.843,
"recall@10": 0.914,
"f1@1": 0.608,
"f1@5": 0.281,
"f1@10": 0.16618181818181818,
"map@1": 0.608,
"map@5": 0.6971499999999999,
"map@10": 0.7070952380952381,
"mrr@1": 0.608,
"mrr@5": 0.6971499999999999,
"mrr@10": 0.7070952380952381,
"num_pred": 1000,
"num_data": 1000
},
"CIRR": {
"hit@1": 0.549,
"hit@5": 0.89,
"hit@10": 0.944,
"ndcg_linear@1": 0.549,
"ndcg_linear@5": 0.7379230235182084,
"ndcg_linear@10": 0.7559089463717755,
"ndcg_exponential@1": 0.549,
"ndcg_exponential@5": 0.7379230235182084,
"ndcg_exponential@10": 0.7559089463717755,
"precision@1": 0.549,
"precision@5": 0.178,
"precision@10": 0.09440000000000003,
"recall@1": 0.549,
"recall@5": 0.89,
"recall@10": 0.944,
"f1@1": 0.549,
"f1@5": 0.2966666666666667,
"f1@10": 0.17163636363636361,
"map@1": 0.549,
"map@5": 0.6865999999999999,
"map@10": 0.6943325396825396,
"mrr@1": 0.549,
"mrr@5": 0.6865999999999999,
"mrr@10": 0.6943325396825396,
"num_pred": 1000,
"num_data": 1000
},
"VisualNews_t2i": {
"hit@1": 0.797,
"hit@5": 0.915,
"hit@10": 0.936,
"ndcg_linear@1": 0.797,
"ndcg_linear@5": 0.8627496822471115,
"ndcg_linear@10": 0.8696409132009587,
"ndcg_exponential@1": 0.797,
"ndcg_exponential@5": 0.8627496822471115,
"ndcg_exponential@10": 0.8696409132009587,
"precision@1": 0.797,
"precision@5": 0.18300000000000002,
"precision@10": 0.09360000000000002,
"recall@1": 0.797,
"recall@5": 0.915,
"recall@10": 0.936,
"f1@1": 0.797,
"f1@5": 0.305,
"f1@10": 0.17018181818181818,
"map@1": 0.797,
"map@5": 0.8451166666666665,
"map@10": 0.8480198412698412,
"mrr@1": 0.797,
"mrr@5": 0.8451166666666665,
"mrr@10": 0.8480198412698412,
"num_pred": 1000,
"num_data": 1000
},
"VisualNews_i2t": {
"hit@1": 0.836,
"hit@5": 0.932,
"hit@10": 0.946,
"ndcg_linear@1": 0.836,
"ndcg_linear@5": 0.8899078662440771,
"ndcg_linear@10": 0.8946317706132814,
"ndcg_exponential@1": 0.836,
"ndcg_exponential@5": 0.8899078662440771,
"ndcg_exponential@10": 0.8946317706132814,
"precision@1": 0.836,
"precision@5": 0.18640000000000004,
"precision@10": 0.0946,
"recall@1": 0.836,
"recall@5": 0.932,
"recall@10": 0.946,
"f1@1": 0.836,
"f1@5": 0.3106666666666667,
"f1@10": 0.172,
"map@1": 0.836,
"map@5": 0.8756666666666666,
"map@10": 0.8777309523809524,
"mrr@1": 0.836,
"mrr@5": 0.8756666666666666,
"mrr@10": 0.8777309523809524,
"num_pred": 1000,
"num_data": 1000
},
"MSCOCO_t2i": {
"hit@1": 0.712,
"hit@5": 0.921,
"hit@10": 0.96,
"ndcg_linear@1": 0.712,
"ndcg_linear@5": 0.8275075440748253,
"ndcg_linear@10": 0.8405579014938537,
"ndcg_exponential@1": 0.712,
"ndcg_exponential@5": 0.8275075440748253,
"ndcg_exponential@10": 0.8405579014938537,
"precision@1": 0.712,
"precision@5": 0.18420000000000003,
"precision@10": 0.09600000000000002,
"recall@1": 0.712,
"recall@5": 0.921,
"recall@10": 0.96,
"f1@1": 0.712,
"f1@5": 0.307,
"f1@10": 0.17454545454545456,
"map@1": 0.712,
"map@5": 0.7959833333333334,
"map@10": 0.8016265873015873,
"mrr@1": 0.712,
"mrr@5": 0.7959833333333334,
"mrr@10": 0.8016265873015873,
"num_pred": 1000,
"num_data": 1000
},
"MSCOCO_i2t": {
"hit@1": 0.577,
"hit@5": 0.858,
"hit@10": 0.939,
"ndcg_linear@1": 0.577,
"ndcg_linear@5": 0.7273292794403879,
"ndcg_linear@10": 0.7536734944900013,
"ndcg_exponential@1": 0.577,
"ndcg_exponential@5": 0.7273292794403879,
"ndcg_exponential@10": 0.7536734944900013,
"precision@1": 0.577,
"precision@5": 0.17160000000000003,
"precision@10": 0.09390000000000001,
"recall@1": 0.577,
"recall@5": 0.858,
"recall@10": 0.939,
"f1@1": 0.577,
"f1@5": 0.286,
"f1@10": 0.1707272727272727,
"map@1": 0.577,
"map@5": 0.6838500000000001,
"map@10": 0.6948119047619048,
"mrr@1": 0.577,
"mrr@5": 0.6838500000000001,
"mrr@10": 0.6948119047619048,
"num_pred": 1000,
"num_data": 1000
},
"NIGHTS": {
"hit@1": 0.676,
"hit@5": 0.977,
"hit@10": 0.995,
"ndcg_linear@1": 0.676,
"ndcg_linear@5": 0.8498540680608963,
"ndcg_linear@10": 0.8560163381696798,
"ndcg_exponential@1": 0.676,
"ndcg_exponential@5": 0.8498540680608963,
"ndcg_exponential@10": 0.8560163381696798,
"precision@1": 0.676,
"precision@5": 0.19540000000000005,
"precision@10": 0.09950000000000002,
"recall@1": 0.676,
"recall@5": 0.977,
"recall@10": 0.995,
"f1@1": 0.676,
"f1@5": 0.32566666666666666,
"f1@10": 0.18090909090909088,
"map@1": 0.676,
"map@5": 0.8062999999999999,
"map@10": 0.8090440476190477,
"mrr@1": 0.676,
"mrr@5": 0.8062999999999999,
"mrr@10": 0.8090440476190477,
"num_pred": 1000,
"num_data": 1000
},
"WebQA": {
"hit@1": 0.914,
"hit@5": 0.991,
"hit@10": 0.994,
"ndcg_linear@1": 0.914,
"ndcg_linear@5": 0.9583965355112005,
"ndcg_linear@10": 0.9593428375202905,
"ndcg_exponential@1": 0.914,
"ndcg_exponential@5": 0.9583965355112005,
"ndcg_exponential@10": 0.9593428375202905,
"precision@1": 0.914,
"precision@5": 0.19820000000000004,
"precision@10": 0.0994,
"recall@1": 0.914,
"recall@5": 0.991,
"recall@10": 0.994,
"f1@1": 0.914,
"f1@5": 0.3303333333333333,
"f1@10": 0.1807272727272727,
"map@1": 0.914,
"map@5": 0.9472333333333334,
"map@10": 0.9476111111111111,
"mrr@1": 0.914,
"mrr@5": 0.9472333333333334,
"mrr@10": 0.9476111111111111,
"num_pred": 1000,
"num_data": 1000
},
"FashionIQ": {
"hit@1": 0.378,
"hit@5": 0.645,
"hit@10": 0.742,
"ndcg_linear@1": 0.378,
"ndcg_linear@5": 0.518666678313658,
"ndcg_linear@10": 0.5498506170222675,
"ndcg_exponential@1": 0.378,
"ndcg_exponential@5": 0.518666678313658,
"ndcg_exponential@10": 0.5498506170222675,
"precision@1": 0.378,
"precision@5": 0.129,
"precision@10": 0.07419999999999999,
"recall@1": 0.378,
"recall@5": 0.645,
"recall@10": 0.742,
"f1@1": 0.378,
"f1@5": 0.21500000000000005,
"f1@10": 0.13490909090909092,
"map@1": 0.378,
"map@5": 0.4767,
"map@10": 0.48945396825396825,
"mrr@1": 0.378,
"mrr@5": 0.4767,
"mrr@10": 0.48945396825396825,
"num_pred": 1000,
"num_data": 1000
},
"Wiki-SS-NQ": {
"hit@1": 0.782,
"hit@5": 0.952,
"hit@10": 0.969,
"ndcg_linear@1": 0.782,
"ndcg_linear@5": 0.8778108529080692,
"ndcg_linear@10": 0.8834557157208128,
"ndcg_exponential@1": 0.782,
"ndcg_exponential@5": 0.8778108529080692,
"ndcg_exponential@10": 0.8834557157208128,
"precision@1": 0.782,
"precision@5": 0.19040000000000004,
"precision@10": 0.0969,
"recall@1": 0.782,
"recall@5": 0.952,
"recall@10": 0.969,
"f1@1": 0.782,
"f1@5": 0.31733333333333336,
"f1@10": 0.17618181818181816,
"map@1": 0.782,
"map@5": 0.85265,
"map@10": 0.8550654761904761,
"mrr@1": 0.782,
"mrr@5": 0.85265,
"mrr@10": 0.8550654761904761,
"num_pred": 1000,
"num_data": 1000
},
"OVEN": {
"hit@1": 0.751,
"hit@5": 0.908,
"hit@10": 0.94,
"ndcg_linear@1": 0.751,
"ndcg_linear@5": 0.8387290889357423,
"ndcg_linear@10": 0.8494521089299062,
"ndcg_exponential@1": 0.751,
"ndcg_exponential@5": 0.8387290889357423,
"ndcg_exponential@10": 0.8494521089299062,
"precision@1": 0.751,
"precision@5": 0.1816,
"precision@10": 0.094,
"recall@1": 0.751,
"recall@5": 0.908,
"recall@10": 0.94,
"f1@1": 0.751,
"f1@5": 0.30266666666666675,
"f1@10": 0.1709090909090909,
"map@1": 0.751,
"map@5": 0.8152999999999999,
"map@10": 0.8199472222222222,
"mrr@1": 0.751,
"mrr@5": 0.8152999999999999,
"mrr@10": 0.8199472222222222,
"num_pred": 1000,
"num_data": 1000
},
"EDIS": {
"hit@1": 0.96,
"hit@5": 0.998,
"hit@10": 0.999,
"ndcg_linear@1": 0.96,
"ndcg_linear@5": 0.9831897521142866,
"ndcg_linear@10": 0.9835052169910724,
"ndcg_exponential@1": 0.96,
"ndcg_exponential@5": 0.9831897521142866,
"ndcg_exponential@10": 0.9835052169910724,
"precision@1": 0.96,
"precision@5": 0.19960000000000003,
"precision@10": 0.0999,
"recall@1": 0.96,
"recall@5": 0.998,
"recall@10": 0.999,
"f1@1": 0.96,
"f1@5": 0.3326666666666666,
"f1@10": 0.18163636363636362,
"map@1": 0.96,
"map@5": 0.978,
"map@10": 0.978125,
"mrr@1": 0.96,
"mrr@5": 0.978,
"mrr@10": 0.978125,
"num_pred": 1000,
"num_data": 1000
},
"MSCOCO": {
"hit@1": 0.314,
"hit@5": 0.489,
"hit@10": 0.588,
"ndcg_linear@1": 0.314,
"ndcg_linear@5": 0.40410548152820475,
"ndcg_linear@10": 0.43612276758399793,
"ndcg_exponential@1": 0.314,
"ndcg_exponential@5": 0.40410548152820475,
"ndcg_exponential@10": 0.43612276758399793,
"precision@1": 0.314,
"precision@5": 0.09779999999999998,
"precision@10": 0.0588,
"recall@1": 0.314,
"recall@5": 0.489,
"recall@10": 0.588,
"f1@1": 0.314,
"f1@5": 0.16300000000000006,
"f1@10": 0.10690909090909094,
"map@1": 0.314,
"map@5": 0.37615,
"map@10": 0.38935198412698413,
"mrr@1": 0.314,
"mrr@5": 0.37615,
"mrr@10": 0.38935198412698413,
"num_pred": 1000,
"num_data": 1000
},
"RefCOCO": {
"hit@1": 0.609,
"hit@5": 0.847,
"hit@10": 0.897,
"ndcg_linear@1": 0.609,
"ndcg_linear@5": 0.7376656227905393,
"ndcg_linear@10": 0.7540339140284914,
"ndcg_exponential@1": 0.609,
"ndcg_exponential@5": 0.7376656227905393,
"ndcg_exponential@10": 0.7540339140284914,
"precision@1": 0.609,
"precision@5": 0.1694,
"precision@10": 0.08970000000000002,
"recall@1": 0.609,
"recall@5": 0.847,
"recall@10": 0.897,
"f1@1": 0.609,
"f1@5": 0.2823333333333334,
"f1@10": 0.1630909090909091,
"map@1": 0.609,
"map@5": 0.7011166666666667,
"map@10": 0.7079869047619047,
"mrr@1": 0.609,
"mrr@5": 0.7011166666666667,
"mrr@10": 0.7079869047619047,
"num_pred": 1000,
"num_data": 1000
},
"RefCOCO-Matching": {
"hit@1": 0.784,
"hit@5": 0.994,
"hit@10": 0.998,
"ndcg_linear@1": 0.784,
"ndcg_linear@5": 0.9166266927028892,
"ndcg_linear@10": 0.9178536205656439,
"ndcg_exponential@1": 0.784,
"ndcg_exponential@5": 0.9166266927028892,
"ndcg_exponential@10": 0.9178536205656439,
"precision@1": 0.784,
"precision@5": 0.1988,
"precision@10": 0.09980000000000001,
"recall@1": 0.784,
"recall@5": 0.994,
"recall@10": 0.998,
"f1@1": 0.784,
"f1@5": 0.3313333333333333,
"f1@10": 0.18145454545454545,
"map@1": 0.784,
"map@5": 0.8897833333333333,
"map@10": 0.8902511904761905,
"mrr@1": 0.784,
"mrr@5": 0.8867833333333333,
"mrr@10": 0.8872511904761905,
"num_pred": 1000,
"num_data": 1000
},
"Visual7W-Pointing": {
"hit@1": 0.665,
"hit@5": 0.851,
"hit@10": 0.899,
"ndcg_linear@1": 0.665,
"ndcg_linear@5": 0.7648497950534088,
"ndcg_linear@10": 0.7805119979199628,
"ndcg_exponential@1": 0.665,
"ndcg_exponential@5": 0.7648497950534088,
"ndcg_exponential@10": 0.7805119979199628,
"precision@1": 0.665,
"precision@5": 0.1702,
"precision@10": 0.08990000000000001,
"recall@1": 0.665,
"recall@5": 0.851,
"recall@10": 0.899,
"f1@1": 0.665,
"f1@5": 0.2836666666666667,
"f1@10": 0.16345454545454544,
"map@1": 0.665,
"map@5": 0.7361333333333332,
"map@10": 0.7426833333333333,
"mrr@1": 0.665,
"mrr@5": 0.7361333333333332,
"mrr@10": 0.7426833333333333,
"num_pred": 1000,
"num_data": 1000
}
},
"video": {
"K700": {
"hit@1": 0.397,
"hit@5": 0.629,
"hit@10": 0.715,
"ndcg_linear@1": 0.397,
"ndcg_linear@5": 0.5194137751146535,
"ndcg_linear@10": 0.547354054247126,
"ndcg_exponential@1": 0.397,
"ndcg_exponential@5": 0.5194137751146535,
"ndcg_exponential@10": 0.547354054247126,
"precision@1": 0.397,
"precision@5": 0.1258,
"precision@10": 0.0715,
"recall@1": 0.397,
"recall@5": 0.629,
"recall@10": 0.715,
"f1@1": 0.397,
"f1@5": 0.20966666666666675,
"f1@10": 0.13,
"map@1": 0.397,
"map@5": 0.4830833333333333,
"map@10": 0.4946920634920635,
"mrr@1": 0.397,
"mrr@5": 0.4830833333333333,
"mrr@10": 0.4946920634920635,
"num_pred": 1000,
"num_data": 1000
},
"SmthSmthV2": {
"hit@1": 0.306,
"hit@5": 0.539,
"hit@10": 0.621,
"ndcg_linear@1": 0.306,
"ndcg_linear@5": 0.4300547709738873,
"ndcg_linear@10": 0.45655616986633807,
"ndcg_exponential@1": 0.306,
"ndcg_exponential@5": 0.4300547709738873,
"ndcg_exponential@10": 0.45655616986633807,
"precision@1": 0.306,
"precision@5": 0.10779999999999998,
"precision@10": 0.062099999999999995,
"recall@1": 0.306,
"recall@5": 0.539,
"recall@10": 0.621,
"f1@1": 0.306,
"f1@5": 0.1796666666666667,
"f1@10": 0.11290909090909092,
"map@1": 0.306,
"map@5": 0.39380000000000004,
"map@10": 0.40473095238095236,
"mrr@1": 0.306,
"mrr@5": 0.39380000000000004,
"mrr@10": 0.40473095238095236,
"num_pred": 1000,
"num_data": 1000
},
"HMDB51": {
"hit@1": 0.479,
"hit@5": 0.715,
"hit@10": 0.805,
"ndcg_linear@1": 0.479,
"ndcg_linear@5": 0.6047040247872099,
"ndcg_linear@10": 0.6340238736498572,
"ndcg_exponential@1": 0.479,
"ndcg_exponential@5": 0.6047040247872099,
"ndcg_exponential@10": 0.6340238736498572,
"precision@1": 0.479,
"precision@5": 0.143,
"precision@10": 0.0805,
"recall@1": 0.479,
"recall@5": 0.715,
"recall@10": 0.805,
"f1@1": 0.479,
"f1@5": 0.23833333333333337,
"f1@10": 0.14636363636363636,
"map@1": 0.479,
"map@5": 0.5679833333333334,
"map@10": 0.5802178571428571,
"mrr@1": 0.479,
"mrr@5": 0.5679833333333334,
"mrr@10": 0.5802178571428571,
"num_pred": 1000,
"num_data": 1000
},
"UCF101": {
"hit@1": 0.547,
"hit@5": 0.776,
"hit@10": 0.848,
"ndcg_linear@1": 0.547,
"ndcg_linear@5": 0.671929263649622,
"ndcg_linear@10": 0.6952345321688619,
"ndcg_exponential@1": 0.547,
"ndcg_exponential@5": 0.671929263649622,
"ndcg_exponential@10": 0.6952345321688619,
"precision@1": 0.547,
"precision@5": 0.15519999999999998,
"precision@10": 0.08480000000000001,
"recall@1": 0.547,
"recall@5": 0.776,
"recall@10": 0.848,
"f1@1": 0.547,
"f1@5": 0.25866666666666677,
"f1@10": 0.1541818181818182,
"map@1": 0.547,
"map@5": 0.637,
"map@10": 0.6466361111111112,
"mrr@1": 0.547,
"mrr@5": 0.637,
"mrr@10": 0.6466361111111112,
"num_pred": 1000,
"num_data": 1000
},
"Breakfast": {
"hit@1": 0.14318706697459585,
"hit@5": 0.5635103926096998,
"hit@10": 1.0,
"ndcg_linear@1": 0.14318706697459585,
"ndcg_linear@5": 0.35021514635379236,
"ndcg_linear@10": 0.4904891071186407,
"ndcg_exponential@1": 0.14318706697459585,
"ndcg_exponential@5": 0.35021514635379236,
"ndcg_exponential@10": 0.4904891071186407,
"precision@1": 0.14318706697459585,
"precision@5": 0.11270207852193995,
"precision@10": 0.1,
"recall@1": 0.14318706697459585,
"recall@5": 0.5635103926096998,
"recall@10": 1.0,
"f1@1": 0.14318706697459585,
"f1@5": 0.18783679753656665,
"f1@10": 0.1818181818181818,
"map@1": 0.14318706697459585,
"map@5": 0.2807544264819091,
"map@10": 0.33812731405110164,
"mrr@1": 0.14318706697459585,
"mrr@5": 0.2807544264819091,
"mrr@10": 0.33812731405110164,
"num_pred": 433,
"num_data": 433
},
"MVBench": {
"hit@1": 0.46625,
"hit@5": 1.0,
"hit@10": 1.0,
"ndcg_linear@1": 0.46625,
"ndcg_linear@5": 0.7596556549662636,
"ndcg_linear@10": 0.7596556549662636,
"ndcg_exponential@1": 0.46625,
"ndcg_exponential@5": 0.7596556549662636,
"ndcg_exponential@10": 0.7596556549662636,
"precision@1": 0.46625,
"precision@5": 0.20000000000000004,
"precision@10": 0.10000000000000002,
"recall@1": 0.46625,
"recall@5": 1.0,
"recall@10": 1.0,
"f1@1": 0.46625,
"f1@5": 0.3333333333333333,
"f1@10": 0.18181818181818182,
"map@1": 0.46625,
"map@5": 0.678425,
"map@10": 0.678425,
"mrr@1": 0.46625,
"mrr@5": 0.678425,
"mrr@10": 0.678425,
"num_pred": 4000,
"num_data": 4000
},
"Video-MME": {
"hit@1": 0.39185185185185184,
"hit@5": 1.0,
"hit@10": 1.0,
"ndcg_linear@1": 0.39185185185185184,
"ndcg_linear@5": 0.7181257548926895,
"ndcg_linear@10": 0.7181257548926895,
"ndcg_exponential@1": 0.39185185185185184,
"ndcg_exponential@5": 0.7181257548926895,
"ndcg_exponential@10": 0.7181257548926895,
"precision@1": 0.39185185185185184,
"precision@5": 0.19999999999999996,
"precision@10": 0.09999999999999998,
"recall@1": 0.39185185185185184,
"recall@5": 1.0,
"recall@10": 1.0,
"f1@1": 0.39185185185185184,
"f1@5": 0.3333333333333334,
"f1@10": 0.18181818181818188,
"map@1": 0.39185185185185184,
"map@5": 0.6235802469135802,
"map@10": 0.6235802469135802,
"mrr@1": 0.39185185185185184,
"mrr@5": 0.6235802469135802,
"mrr@10": 0.6235802469135802,
"num_pred": 2700,
"num_data": 2700
},
"NExTQA": {
"hit@1": 0.5354974311069594,
"hit@5": 1.0,
"hit@10": 1.0,
"ndcg_linear@1": 0.5354974311069594,
"ndcg_linear@5": 0.77906035779538,
"ndcg_linear@10": 0.77906035779538,
"ndcg_exponential@1": 0.5354974311069594,
"ndcg_exponential@5": 0.77906035779538,
"ndcg_exponential@10": 0.77906035779538,
"precision@1": 0.5354974311069594,
"precision@5": 0.20000000000000004,
"precision@10": 0.10000000000000002,
"recall@1": 0.5354974311069594,
"recall@5": 1.0,
"recall@10": 1.0,
"f1@1": 0.5354974311069594,
"f1@5": 0.3333333333333333,
"f1@10": 0.1818181818181818,
"map@1": 0.5354974311069594,
"map@5": 0.7058578545850848,
"map@10": 0.7058578545850848,
"mrr@1": 0.5354974311069594,
"mrr@5": 0.7056632414759458,
"mrr@10": 0.7056632414759458,
"num_pred": 8564,
"num_data": 8564
},
"EgoSchema": {
"hit@1": 0.468,
"hit@5": 1.0,
"hit@10": 1.0,
"ndcg_linear@1": 0.468,
"ndcg_linear@5": 0.7452026017383512,
"ndcg_linear@10": 0.7452026017383512,
"ndcg_exponential@1": 0.468,
"ndcg_exponential@5": 0.7452026017383512,
"ndcg_exponential@10": 0.7452026017383512,
"precision@1": 0.468,
"precision@5": 0.2,
"precision@10": 0.1,
"recall@1": 0.468,
"recall@5": 1.0,
"recall@10": 1.0,
"f1@1": 0.468,
"f1@5": 0.3333333333333333,
"f1@10": 0.18181818181818182,
"map@1": 0.468,
"map@5": 0.6607999999999999,
"map@10": 0.6607999999999999,
"mrr@1": 0.468,
"mrr@5": 0.6607999999999999,
"mrr@10": 0.6607999999999999,
"num_pred": 500,
"num_data": 500
},
"ActivityNetQA": {
"hit@1": 0.656,
"hit@5": 1.0,
"hit@10": 1.0,
"ndcg_linear@1": 0.656,
"ndcg_linear@5": 0.8730398352285815,
"ndcg_linear@10": 0.8730398352285815,
"ndcg_exponential@1": 0.656,
"ndcg_exponential@5": 0.8730398352285815,
"ndcg_exponential@10": 0.8730398352285815,
"precision@1": 0.656,
"precision@5": 0.20000000000000004,
"precision@10": 0.10000000000000002,
"recall@1": 0.656,
"recall@5": 1.0,
"recall@10": 1.0,
"f1@1": 0.656,
"f1@5": 0.3333333333333333,
"f1@10": 0.18181818181818182,
"map@1": 0.656,
"map@5": 0.828,
"map@10": 0.828,
"mrr@1": 0.656,
"mrr@5": 0.828,
"mrr@10": 0.828,
"num_pred": 1000,
"num_data": 1000
},
"DiDeMo": {
"hit@1": 0.2639442231075697,
"hit@5": 0.4800796812749004,
"hit@10": 0.5876494023904383,
"ndcg_linear@1": 0.2639442231075697,
"ndcg_linear@5": 0.378795485959218,
"ndcg_linear@10": 0.41351240118071275,
"ndcg_exponential@1": 0.2639442231075697,
"ndcg_exponential@5": 0.378795485959218,
"ndcg_exponential@10": 0.41351240118071275,
"precision@1": 0.2639442231075697,
"precision@5": 0.09601593625498009,
"precision@10": 0.05876494023904382,
"recall@1": 0.2639442231075697,
"recall@5": 0.4800796812749004,
"recall@10": 0.5876494023904383,
"f1@1": 0.2639442231075697,
"f1@5": 0.16002656042496685,
"f1@10": 0.10684534588917059,
"map@1": 0.2639442231075697,
"map@5": 0.34510292164674633,
"map@10": 0.35938705495478407,
"mrr@1": 0.2639442231075697,
"mrr@5": 0.34510292164674633,
"mrr@10": 0.35938705495478407,
"num_pred": 1004,
"num_data": 1004
},
"MSR-VTT": {
"hit@1": 0.318,
"hit@5": 0.549,
"hit@10": 0.653,
"ndcg_linear@1": 0.318,
"ndcg_linear@5": 0.43999853281714363,
"ndcg_linear@10": 0.4729767910864836,
"ndcg_exponential@1": 0.318,
"ndcg_exponential@5": 0.43999853281714363,
"ndcg_exponential@10": 0.4729767910864836,
"precision@1": 0.318,
"precision@5": 0.10979999999999998,
"precision@10": 0.0653,
"recall@1": 0.318,
"recall@5": 0.549,
"recall@10": 0.653,
"f1@1": 0.318,
"f1@5": 0.18300000000000005,
"f1@10": 0.11872727272727275,
"map@1": 0.318,
"map@5": 0.40383333333333327,
"map@10": 0.4170674603174603,
"mrr@1": 0.318,
"mrr@5": 0.40383333333333327,
"mrr@10": 0.4170674603174603,
"num_pred": 1000,
"num_data": 1000
},
"MSVD": {
"hit@1": 0.49701492537313435,
"hit@5": 0.7388059701492538,
"hit@10": 0.8298507462686567,
"ndcg_linear@1": 0.49701492537313435,
"ndcg_linear@5": 0.6297230187611768,
"ndcg_linear@10": 0.6594388806903934,
"ndcg_exponential@1": 0.49701492537313435,
"ndcg_exponential@5": 0.6297230187611768,
"ndcg_exponential@10": 0.6594388806903934,
"precision@1": 0.49701492537313435,
"precision@5": 0.14776119402985072,
"precision@10": 0.08298507462686566,
"recall@1": 0.49701492537313435,
"recall@5": 0.7388059701492538,
"recall@10": 0.8298507462686567,
"f1@1": 0.49701492537313435,
"f1@5": 0.24626865671641796,
"f1@10": 0.15088195386702855,
"map@1": 0.49701492537313435,
"map@5": 0.5930348258706468,
"map@10": 0.6054554607912818,
"mrr@1": 0.49701492537313435,
"mrr@5": 0.5930348258706468,
"mrr@10": 0.6054554607912818,
"num_pred": 670,
"num_data": 670
},
"VATEX": {
"hit@1": 0.24877177311299686,
"hit@5": 0.4723090665475659,
"hit@10": 0.5792764627065654,
"ndcg_linear@1": 0.24877177311299686,
"ndcg_linear@5": 0.36560074904604023,
"ndcg_linear@10": 0.40032465920098576,
"ndcg_exponential@1": 0.24877177311299686,
"ndcg_exponential@5": 0.36560074904604023,
"ndcg_exponential@10": 0.40032465920098576,
"precision@1": 0.24877177311299686,
"precision@5": 0.09446181330951318,
"precision@10": 0.05792764627065654,
"recall@1": 0.24877177311299686,
"recall@5": 0.4723090665475659,
"recall@10": 0.5792764627065654,
"f1@1": 0.24877177311299686,
"f1@5": 0.15743635551585533,
"f1@10": 0.10532299321937554,
"map@1": 0.24877177311299686,
"map@5": 0.33029626321274375,
"map@10": 0.3447070156036212,
"mrr@1": 0.24877177311299686,
"mrr@5": 0.33029626321274375,
"mrr@10": 0.3447070156036212,
"num_pred": 4478,
"num_data": 4478
},
"YouCook2": {
"hit@1": 0.09090909090909091,
"hit@5": 0.22805913809374018,
"hit@10": 0.30229631959735764,
"ndcg_linear@1": 0.09090909090909091,
"ndcg_linear@5": 0.16160064951123587,
"ndcg_linear@10": 0.18557172152328222,
"ndcg_exponential@1": 0.09090909090909091,
"ndcg_exponential@5": 0.16160064951123587,
"ndcg_exponential@10": 0.18557172152328222,
"precision@1": 0.09090909090909091,
"precision@5": 0.04561182761874803,
"precision@10": 0.030229631959735763,
"recall@1": 0.09090909090909091,
"recall@5": 0.22805913809374018,
"recall@10": 0.30229631959735764,
"f1@1": 0.09090909090909091,
"f1@5": 0.0760197126979134,
"f1@10": 0.05496296719951958,
"map@1": 0.09090909090909091,
"map@5": 0.13971898919995804,
"map@10": 0.149584825017351,
"mrr@1": 0.09090909090909091,
"mrr@5": 0.13971898919995804,
"mrr@10": 0.149584825017351,
"num_pred": 3179,
"num_data": 3179
},
"QVHighlight": {
"hit@1": 0.5946445060018467,
"hit@5": 0.8901200369344414,
"hit@10": 1.0,
"ndcg_linear@1": 0.5946445060018467,
"ndcg_linear@5": 0.7511101894816002,
"ndcg_linear@10": 0.7866485150531158,
"ndcg_exponential@1": 0.5946445060018467,
"ndcg_exponential@5": 0.7511101894816002,
"ndcg_exponential@10": 0.7866485150531158,
"precision@1": 0.5946445060018467,
"precision@5": 0.17802400738688828,
"precision@10": 0.09999999999999998,
"recall@1": 0.5946445060018467,
"recall@5": 0.8901200369344414,
"recall@10": 1.0,
"f1@1": 0.5946445060018467,
"f1@5": 0.2967066789781472,
"f1@10": 0.18181818181818185,
"map@1": 0.5946445060018467,
"map@5": 0.7049092028316406,
"map@10": 0.7195789180553723,
"mrr@1": 0.5946445060018467,
"mrr@5": 0.7049092028316406,
"mrr@10": 0.7195789180553723,
"num_pred": 1083,
"num_data": 1083
},
"Charades-STA": {
"hit@1": 0.14030261348005502,
"hit@5": 0.4814305364511692,
"hit@10": 1.0,
"ndcg_linear@1": 0.14030261348005502,
"ndcg_linear@5": 0.30810403477419174,
"ndcg_linear@10": 0.47145234528957136,
"ndcg_exponential@1": 0.14030261348005502,
"ndcg_exponential@5": 0.30810403477419174,
"ndcg_exponential@10": 0.47145234528957136,
"precision@1": 0.14030261348005502,
"precision@5": 0.09628610729023383,
"precision@10": 0.09999999999999998,
"recall@1": 0.14030261348005502,
"recall@5": 0.4814305364511692,
"recall@10": 1.0,
"f1@1": 0.14030261348005502,
"f1@5": 0.1604768454837231,
"f1@10": 0.18181818181818185,
"map@1": 0.14030261348005502,
"map@5": 0.25176524530032096,
"map@10": 0.316674854260824,
"mrr@1": 0.14030261348005502,
"mrr@5": 0.25176524530032096,
"mrr@10": 0.316674854260824,
"num_pred": 727,
"num_data": 727
},
"MomentSeeker": {
"hit@1": 0.3738888888888889,
"hit@5": 0.8438888888888889,
"hit@10": 1.0,
"ndcg_linear@1": 0.3738888888888889,
"ndcg_linear@5": 0.6176553256419134,
"ndcg_linear@10": 0.6753521684415025,
"ndcg_exponential@1": 0.3738888888888889,
"ndcg_exponential@5": 0.6176553256419134,
"ndcg_exponential@10": 0.6753521684415025,
"precision@1": 0.3738888888888889,
"precision@5": 0.1856666666666667,
"precision@10": 0.11288888888888891,
"recall@1": 0.35006944444444443,
"recall@5": 0.8276851851851853,
"recall@10": 0.9984953703703704,
"f1@1": 0.35703615520282184,
"f1@5": 0.29815089231755904,
"f1@10": 0.2002250064750065,
"map@1": 0.3738888888888889,
"map@5": 0.5426706790123457,
"map@10": 0.5690101410934745,
"mrr@1": 0.3738888888888889,
"mrr@5": 0.5520092592592593,
"mrr@10": 0.5737444885361552,
"num_pred": 1800,
"num_data": 1800
}
},
"visdoc": {
"ViDoRe_arxivqa": {
"hit@1": 0.818,
"hit@5": 0.912,
"hit@10": 0.944,
"ndcg_linear@1": 0.818,
"ndcg_linear@5": 0.8685712615408394,
"ndcg_linear@10": 0.8789118315122615,
"ndcg_exponential@1": 0.818,
"ndcg_exponential@5": 0.8685712615408394,
"ndcg_exponential@10": 0.8789118315122615,
"precision@1": 0.818,
"precision@5": 0.1824,
"precision@10": 0.09440000000000001,
"recall@1": 0.818,
"recall@5": 0.912,
"recall@10": 0.944,
"f1@1": 0.818,
"f1@5": 0.304,
"f1@10": 0.17163636363636361,
"map@1": 0.818,
"map@5": 0.8540666666666666,
"map@10": 0.8583349206349207,
"mrr@1": 0.818,
"mrr@5": 0.8540666666666666,
"mrr@10": 0.8583349206349207,
"num_pred": 500,
"num_data": 500
},
"ViDoRe_docvqa": {
"hit@1": 0.4878048780487805,
"hit@5": 0.6541019955654102,
"hit@10": 0.7250554323725056,
"ndcg_linear@1": 0.4878048780487805,
"ndcg_linear@5": 0.5745938935482915,
"ndcg_linear@10": 0.597561200968465,
"ndcg_exponential@1": 0.4878048780487805,
"ndcg_exponential@5": 0.5745938935482915,
"ndcg_exponential@10": 0.597561200968465,
"precision@1": 0.4878048780487805,
"precision@5": 0.1334811529933481,
"precision@10": 0.0745011086474501,
"recall@1": 0.4866962305986696,
"recall@5": 0.6472283813747228,
"recall@10": 0.7167775314116778,
"f1@1": 0.48706577974870663,
"f1@5": 0.2198328851126556,
"f1@10": 0.13419485171148143,
"map@1": 0.4878048780487805,
"map@5": 0.5490422517861542,
"map@10": 0.5587257593355155,
"mrr@1": 0.4878048780487805,
"mrr@5": 0.5516629711751663,
"mrr@10": 0.5612703691971984,
"num_pred": 451,
"num_data": 451
},
"ViDoRe_infovqa": {
"hit@1": 0.8765182186234818,
"hit@5": 0.951417004048583,
"hit@10": 0.9696356275303644,
"ndcg_linear@1": 0.8765182186234818,
"ndcg_linear@5": 0.9159739102039204,
"ndcg_linear@10": 0.9221606391623131,
"ndcg_exponential@1": 0.8765182186234818,
"ndcg_exponential@5": 0.9159739102039204,
"ndcg_exponential@10": 0.9221606391623131,
"precision@1": 0.8765182186234818,
"precision@5": 0.1902834008097166,
"precision@10": 0.09716599190283401,
"recall@1": 0.8748987854251012,
"recall@5": 0.9487854251012146,
"recall@10": 0.9680161943319838,
"f1@1": 0.8751686909581647,
"f1@5": 0.3167727009832273,
"f1@10": 0.17650595019016072,
"map@1": 0.8765182186234818,
"map@5": 0.9044197031039136,
"map@10": 0.9070215603110341,
"mrr@1": 0.8765182186234818,
"mrr@5": 0.9062415654520918,
"mrr@10": 0.9085542381595014,
"num_pred": 494,
"num_data": 494
},
"ViDoRe_tabfquad": {
"hit@1": 0.9071428571428571,
"hit@5": 0.9785714285714285,
"hit@10": 0.9857142857142858,
"ndcg_linear@1": 0.9071428571428571,
"ndcg_linear@5": 0.9464498663499118,
"ndcg_linear@10": 0.9489125110657739,
"ndcg_exponential@1": 0.9071428571428571,
"ndcg_exponential@5": 0.9464498663499118,
"ndcg_exponential@10": 0.9489125110657739,
"precision@1": 0.9071428571428571,
"precision@5": 0.1957142857142857,
"precision@10": 0.09857142857142856,
"recall@1": 0.9071428571428571,
"recall@5": 0.9785714285714285,
"recall@10": 0.9857142857142858,
"f1@1": 0.9071428571428571,
"f1@5": 0.32619047619047625,
"f1@10": 0.17922077922077925,
"map@1": 0.9071428571428571,
"map@5": 0.9356547619047619,
"map@10": 0.9367602040816324,
"mrr@1": 0.9071428571428571,
"mrr@5": 0.9356547619047619,
"mrr@10": 0.9367602040816324,
"num_pred": 280,
"num_data": 280
},
"ViDoRe_tatdqa": {
"hit@1": 0.6221142162818954,
"hit@5": 0.8444714459295262,
"hit@10": 0.9106925880923451,
"ndcg_linear@1": 0.6221142162818954,
"ndcg_linear@5": 0.740984681776679,
"ndcg_linear@10": 0.7629989160213186,
"ndcg_exponential@1": 0.6221142162818954,
"ndcg_exponential@5": 0.740984681776679,
"ndcg_exponential@10": 0.7629989160213186,
"precision@1": 0.6221142162818954,
"precision@5": 0.16925880923450792,
"precision@10": 0.09143377885783718,
"recall@1": 0.6215066828675577,
"recall@5": 0.8435601458080194,
"recall@10": 0.9106925880923451,
"f1@1": 0.6217091940056704,
"f1@5": 0.28183764392755895,
"f1@10": 0.16613277366618803,
"map@1": 0.6221142162818954,
"map@5": 0.7066322397731876,
"map@10": 0.7159557079210785,
"mrr@1": 0.6221142162818954,
"mrr@5": 0.706946132037262,
"mrr@10": 0.71601405041563,
"num_pred": 1646,
"num_data": 1646
},
"ViDoRe_shiftproject": {
"hit@1": 0.95,
"hit@5": 0.98,
"hit@10": 0.99,
"ndcg_linear@1": 0.95,
"ndcg_linear@5": 0.9676185950714291,
"ndcg_linear@10": 0.9711806669425094,
"ndcg_exponential@1": 0.95,
"ndcg_exponential@5": 0.9676185950714291,
"ndcg_exponential@10": 0.9711806669425094,
"precision@1": 0.95,
"precision@5": 0.19599999999999995,
"precision@10": 0.09899999999999999,
"recall@1": 0.95,
"recall@5": 0.98,
"recall@10": 0.99,
"f1@1": 0.95,
"f1@5": 0.32666666666666677,
"f1@10": 0.18000000000000008,
"map@1": 0.95,
"map@5": 0.9633333333333333,
"map@10": 0.965,
"mrr@1": 0.95,
"mrr@5": 0.9633333333333333,
"mrr@10": 0.965,
"num_pred": 100,
"num_data": 100
},
"ViDoRe_syntheticDocQA_artificial_intelligence": {
"hit@1": 0.99,
"hit@5": 1.0,
"hit@10": 1.0,
"ndcg_linear@1": 0.99,
"ndcg_linear@5": 0.9963092975357145,
"ndcg_linear@10": 0.9963092975357145,
"ndcg_exponential@1": 0.99,
"ndcg_exponential@5": 0.9963092975357145,
"ndcg_exponential@10": 0.9963092975357145,
"precision@1": 0.99,
"precision@5": 0.19999999999999996,
"precision@10": 0.09999999999999998,
"recall@1": 0.99,
"recall@5": 1.0,
"recall@10": 1.0,
"f1@1": 0.99,
"f1@5": 0.3333333333333335,
"f1@10": 0.1818181818181819,
"map@1": 0.99,
"map@5": 0.995,
"map@10": 0.995,
"mrr@1": 0.99,
"mrr@5": 0.995,
"mrr@10": 0.995,
"num_pred": 100,
"num_data": 100
},
"ViDoRe_syntheticDocQA_energy": {
"hit@1": 0.93,
"hit@5": 0.97,
"hit@10": 0.98,
"ndcg_linear@1": 0.93,
"ndcg_linear@5": 0.9532346581878777,
"ndcg_linear@10": 0.9562449581445175,
"ndcg_exponential@1": 0.93,
"ndcg_exponential@5": 0.9532346581878777,
"ndcg_exponential@10": 0.9562449581445175,
"precision@1": 0.93,
"precision@5": 0.19399999999999995,
"precision@10": 0.09799999999999998,
"recall@1": 0.93,
"recall@5": 0.97,
"recall@10": 0.98,
"f1@1": 0.93,
"f1@5": 0.3233333333333334,
"f1@10": 0.17818181818181827,
"map@1": 0.93,
"map@5": 0.9475,
"map@10": 0.9486111111111112,
"mrr@1": 0.93,
"mrr@5": 0.9475,
"mrr@10": 0.9486111111111112,
"num_pred": 100,
"num_data": 100
},
"ViDoRe_syntheticDocQA_government_reports": {
"hit@1": 0.97,
"hit@5": 1.0,
"hit@10": 1.0,
"ndcg_linear@1": 0.97,
"ndcg_linear@5": 0.9876185950714291,
"ndcg_linear@10": 0.9876185950714291,
"ndcg_exponential@1": 0.97,
"ndcg_exponential@5": 0.9876185950714291,
"ndcg_exponential@10": 0.9876185950714291,
"precision@1": 0.97,
"precision@5": 0.19999999999999996,
"precision@10": 0.09999999999999998,
"recall@1": 0.97,
"recall@5": 1.0,
"recall@10": 1.0,
"f1@1": 0.97,
"f1@5": 0.3333333333333335,
"f1@10": 0.1818181818181819,
"map@1": 0.97,
"map@5": 0.9833333333333333,
"map@10": 0.9833333333333333,
"mrr@1": 0.97,
"mrr@5": 0.9833333333333333,
"mrr@10": 0.9833333333333333,
"num_pred": 100,
"num_data": 100
},
"ViDoRe_syntheticDocQA_healthcare_industry": {
"hit@1": 0.98,
"hit@5": 1.0,
"hit@10": 1.0,
"ndcg_linear@1": 0.98,
"ndcg_linear@5": 0.9926185950714291,
"ndcg_linear@10": 0.9926185950714291,
"ndcg_exponential@1": 0.98,
"ndcg_exponential@5": 0.9926185950714291,
"ndcg_exponential@10": 0.9926185950714291,
"precision@1": 0.98,
"precision@5": 0.19999999999999996,
"precision@10": 0.09999999999999998,
"recall@1": 0.98,
"recall@5": 1.0,
"recall@10": 1.0,
"f1@1": 0.98,
"f1@5": 0.3333333333333335,
"f1@10": 0.1818181818181819,
"map@1": 0.98,
"map@5": 0.99,
"map@10": 0.99,
"mrr@1": 0.98,
"mrr@5": 0.99,
"mrr@10": 0.99,
"num_pred": 100,
"num_data": 100
},
"ViDoRe_esg_reports_human_labeled_v2": {
"hit@1": 0.5961538461538461,
"hit@5": 0.7884615384615384,
"hit@10": 0.8846153846153846,
"ndcg_linear@1": 0.5737179487179488,
"ndcg_linear@5": 0.6336537052325203,
"ndcg_linear@10": 0.6529793585477737,
"ndcg_exponential@1": 0.5668498168498168,
"ndcg_exponential@5": 0.6338504365299624,
"ndcg_exponential@10": 0.6525583236140545,
"precision@1": 0.5961538461538461,
"precision@5": 0.23076923076923078,
"precision@10": 0.13653846153846153,
"recall@1": 0.42499999999999993,
"recall@5": 0.6831959706959707,
"recall@10": 0.7332042957042956,
"f1@1": 0.4619329388560158,
"f1@5": 0.31360967463908646,
"f1@10": 0.21265489789245448,
"map@1": 0.5961538461538461,
"map@5": 0.5806089743589743,
"map@10": 0.5874552299552299,
"mrr@1": 0.5961538461538461,
"mrr@5": 0.6778846153846154,
"mrr@10": 0.6906669719169719,
"num_pred": 52,
"num_data": 52
},
"ViDoRe_biomedical_lectures_v2_multilingual": {
"hit@1": 0.4546875,
"hit@5": 0.728125,
"hit@10": 0.815625,
"ndcg_linear@1": 0.4546875,
"ndcg_linear@5": 0.4948824579441539,
"ndcg_linear@10": 0.5296750546342992,
"ndcg_exponential@1": 0.4546875,
"ndcg_exponential@5": 0.4948824579441539,
"ndcg_exponential@10": 0.5296750546342992,
"precision@1": 0.4546875,
"precision@5": 0.23562500000000003,
"precision@10": 0.15390625,
"recall@1": 0.26338541666666665,
"recall@5": 0.523475905987395,
"recall@10": 0.6315834243670039,
"f1@1": 0.3050258161976912,
"f1@5": 0.28532247873654126,
"f1@10": 0.22208065327918272,
"map@1": 0.4546875,
"map@5": 0.4263871527777778,
"map@10": 0.44231501042257176,
"mrr@1": 0.4546875,
"mrr@5": 0.56375,
"mrr@10": 0.5754284474206349,
"num_pred": 640,
"num_data": 640
},
"ViDoRe_economics_reports_v2_multilingual": {
"hit@1": 0.6206896551724138,
"hit@5": 0.896551724137931,
"hit@10": 0.9353448275862069,
"ndcg_linear@1": 0.6206896551724138,
"ndcg_linear@5": 0.5421098675106539,
"ndcg_linear@10": 0.5287811820133248,
"ndcg_exponential@1": 0.6206896551724138,
"ndcg_exponential@5": 0.5421098675106539,
"ndcg_exponential@10": 0.5287811820133248,
"precision@1": 0.6206896551724138,
"precision@5": 0.45431034482758625,
"precision@10": 0.3745689655172414,
"recall@1": 0.10691249388459685,
"recall@5": 0.2925943528645089,
"recall@10": 0.41857708558180107,
"f1@1": 0.14883132087852466,
"f1@5": 0.2819557978845695,
"f1@10": 0.3211854297471819,
"map@1": 0.6206896551724138,
"map@5": 0.42993893678160916,
"map@10": 0.38539058495364936,
"mrr@1": 0.6206896551724138,
"mrr@5": 0.7347701149425288,
"mrr@10": 0.7403188286808976,
"num_pred": 232,
"num_data": 232
},
"ViDoRe_esg_reports_v2_multilingual": {
"hit@1": 0.4956140350877193,
"hit@5": 0.8201754385964912,
"hit@10": 0.9078947368421053,
"ndcg_linear@1": 0.4956140350877193,
"ndcg_linear@5": 0.553791630514325,
"ndcg_linear@10": 0.5983952525358399,
"ndcg_exponential@1": 0.4956140350877193,
"ndcg_exponential@5": 0.553791630514325,
"ndcg_exponential@10": 0.5983952525358399,
"precision@1": 0.4956140350877193,
"precision@5": 0.2789473684210526,
"precision@10": 0.18859649122807023,
"recall@1": 0.2702119883040936,
"recall@5": 0.5824352548036759,
"recall@10": 0.7194914369256475,
"f1@1": 0.31508798219324535,
"f1@5": 0.3248121100141491,
"f1@10": 0.2578734690556428,
"map@1": 0.4956140350877193,
"map@5": 0.4682602339181286,
"map@10": 0.48884156281908475,
"mrr@1": 0.4956140350877193,
"mrr@5": 0.628874269005848,
"mrr@10": 0.6414212614870508,
"num_pred": 228,
"num_data": 228
},
"VisRAG_ArxivQA": {
"hit@1": 0.8259803921568627,
"hit@5": 0.9166666666666666,
"hit@10": 0.9448529411764706,
"ndcg_linear@1": 0.8259803921568627,
"ndcg_linear@5": 0.8734973163142782,
"ndcg_linear@10": 0.8828532837961396,
"ndcg_exponential@1": 0.8259803921568627,
"ndcg_exponential@5": 0.8734973163142782,
"ndcg_exponential@10": 0.8828532837961396,
"precision@1": 0.8259803921568627,
"precision@5": 0.18333333333333332,
"precision@10": 0.09448529411764706,
"recall@1": 0.8259803921568627,
"recall@5": 0.9166666666666666,
"recall@10": 0.9448529411764706,
"f1@1": 0.8259803921568627,
"f1@5": 0.30555555555555564,
"f1@10": 0.17179144385026737,
"map@1": 0.8259803921568627,
"map@5": 0.8592320261437908,
"map@10": 0.86323140367258,
"mrr@1": 0.8259803921568627,
"mrr@5": 0.8592320261437908,
"mrr@10": 0.86323140367258,
"num_pred": 816,
"num_data": 816
},
"VisRAG_ChartQA": {
"hit@1": 0.7619047619047619,
"hit@5": 0.873015873015873,
"hit@10": 0.9206349206349206,
"ndcg_linear@1": 0.7619047619047619,
"ndcg_linear@5": 0.8190027211628073,
"ndcg_linear@10": 0.8349551877854593,
"ndcg_exponential@1": 0.7619047619047619,
"ndcg_exponential@5": 0.8190027211628073,
"ndcg_exponential@10": 0.8349551877854593,
"precision@1": 0.7619047619047619,
"precision@5": 0.1746031746031745,
"precision@10": 0.09206349206349201,
"recall@1": 0.7619047619047619,
"recall@5": 0.873015873015873,
"recall@10": 0.9206349206349206,
"f1@1": 0.7619047619047619,
"f1@5": 0.29100529100529093,
"f1@10": 0.16738816738816742,
"map@1": 0.7619047619047619,
"map@5": 0.8013227513227513,
"map@10": 0.8082199546485261,
"mrr@1": 0.7619047619047619,
"mrr@5": 0.8013227513227513,
"mrr@10": 0.8082199546485261,
"num_pred": 63,
"num_data": 63
},
"VisRAG_MP-DocVQA": {
"hit@1": 0.817258883248731,
"hit@5": 0.9475465313028765,
"hit@10": 0.961082910321489,
"ndcg_linear@1": 0.817258883248731,
"ndcg_linear@5": 0.8921574691348291,
"ndcg_linear@10": 0.8964004804547877,
"ndcg_exponential@1": 0.817258883248731,
"ndcg_exponential@5": 0.8921574691348291,
"ndcg_exponential@10": 0.8964004804547877,
"precision@1": 0.817258883248731,
"precision@5": 0.1895093062605753,
"precision@10": 0.0961082910321489,
"recall@1": 0.817258883248731,
"recall@5": 0.9475465313028765,
"recall@10": 0.961082910321489,
"f1@1": 0.817258883248731,
"f1@5": 0.3158488437676255,
"f1@10": 0.17474234733117985,
"map@1": 0.817258883248731,
"map@5": 0.873237450648618,
"map@10": 0.8749073402626703,
"mrr@1": 0.817258883248731,
"mrr@5": 0.873237450648618,
"mrr@10": 0.8749073402626703,
"num_pred": 591,
"num_data": 591
},
"VisRAG_SlideVQA": {
"hit@1": 0.9244604316546763,
"hit@5": 0.9766187050359713,
"hit@10": 0.9820143884892086,
"ndcg_linear@1": 0.9244604316546763,
"ndcg_linear@5": 0.9453762073854034,
"ndcg_linear@10": 0.9484324956995065,
"ndcg_exponential@1": 0.9244604316546763,
"ndcg_exponential@5": 0.9453762073854034,
"ndcg_exponential@10": 0.9484324956995065,
"precision@1": 0.9244604316546763,
"precision@5": 0.24388489208633093,
"precision@10": 0.12320143884892086,
"recall@1": 0.8003597122302158,
"recall@5": 0.9685251798561151,
"recall@10": 0.9766187050359713,
"f1@1": 0.841726618705036,
"f1@5": 0.3825796505652622,
"f1@10": 0.21626335295400048,
"map@1": 0.9244604316546763,
"map@5": 0.9316247002398079,
"map@10": 0.9332980044535798,
"mrr@1": 0.9244604316546763,
"mrr@5": 0.9481414868105514,
"mrr@10": 0.9489658273381295,
"num_pred": 556,
"num_data": 556
},
"VisRAG_InfoVQA": {
"hit@1": 0.8704735376044568,
"hit@5": 0.9832869080779945,
"hit@10": 0.9930362116991643,
"ndcg_linear@1": 0.8704735376044568,
"ndcg_linear@5": 0.9352387521932299,
"ndcg_linear@10": 0.9383224079083196,
"ndcg_exponential@1": 0.8704735376044568,
"ndcg_exponential@5": 0.9352387521932299,
"ndcg_exponential@10": 0.9383224079083196,
"precision@1": 0.8704735376044568,
"precision@5": 0.19665738161559887,
"precision@10": 0.09930362116991641,
"recall@1": 0.8704735376044568,
"recall@5": 0.9832869080779945,
"recall@10": 0.9930362116991643,
"f1@1": 0.8704735376044568,
"f1@5": 0.3277623026926649,
"f1@10": 0.1805520384907572,
"map@1": 0.8704735376044568,
"map@5": 0.9188254410399258,
"map@10": 0.9200573683512402,
"mrr@1": 0.8704735376044568,
"mrr@5": 0.9188254410399258,
"mrr@10": 0.9200573683512402,
"num_pred": 718,
"num_data": 718
},
"VisRAG_PlotQA": {
"hit@1": 0.49942062572421786,
"hit@5": 0.7520278099652375,
"hit@10": 0.8389339513325609,
"ndcg_linear@1": 0.49942062572421786,
"ndcg_linear@5": 0.6341927528705769,
"ndcg_linear@10": 0.6624618705964804,
"ndcg_exponential@1": 0.49942062572421786,
"ndcg_exponential@5": 0.6341927528705769,
"ndcg_exponential@10": 0.6624618705964804,
"precision@1": 0.49942062572421786,
"precision@5": 0.1504055619930475,
"precision@10": 0.08389339513325607,
"recall@1": 0.49942062572421786,
"recall@5": 0.7520278099652375,
"recall@10": 0.8389339513325609,
"f1@1": 0.49942062572421786,
"f1@5": 0.2506759366550792,
"f1@10": 0.1525334456968293,
"map@1": 0.49942062572421786,
"map@5": 0.5949787562765547,
"map@10": 0.6067474112085932,
"mrr@1": 0.49942062572421786,
"mrr@5": 0.5949787562765547,
"mrr@10": 0.6067474112085932,
"num_pred": 863,
"num_data": 863
},
"ViDoSeek-page": {
"hit@1": 0.02714535901926445,
"hit@5": 0.4290718038528897,
"hit@10": 0.6532399299474606,
"ndcg_linear@1": 0.02714535901926445,
"ndcg_linear@5": 0.23240353892048016,
"ndcg_linear@10": 0.305124886024534,
"ndcg_exponential@1": 0.02714535901926445,
"ndcg_exponential@5": 0.23240353892048016,
"ndcg_exponential@10": 0.305124886024534,
"precision@1": 0.02714535901926445,
"precision@5": 0.08581436077057793,
"precision@10": 0.06532399299474606,
"recall@1": 0.02714535901926445,
"recall@5": 0.4290718038528897,
"recall@10": 0.6532399299474606,
"f1@1": 0.02714535901926445,
"f1@5": 0.1430239346176299,
"f1@10": 0.11877089635408376,
"map@1": 0.02714535901926445,
"map@5": 0.16780502043199066,
"map@10": 0.19794637644900342,
"mrr@1": 0.02714535901926445,
"mrr@5": 0.16780502043199066,
"mrr@10": 0.19794637644900342,
"num_pred": 1142,
"num_data": 1142
},
"ViDoSeek-doc": {
"hit@1": 0.9964973730297724,
"hit@5": 0.9982486865148862,
"hit@10": 0.999124343257443,
"ndcg_linear@1": 0.6800934033858728,
"ndcg_linear@5": 0.8387827817558765,
"ndcg_linear@10": 0.8278623787973661,
"ndcg_exponential@1": 0.4540905679259443,
"ndcg_exponential@5": 0.7179848879430044,
"ndcg_exponential@10": 0.7517965160193582,
"precision@1": 0.9964973730297724,
"precision@5": 0.9288966725043785,
"precision@10": 0.8447460595446585,
"recall@1": 0.058761907353168774,
"recall@5": 0.2735768446029065,
"recall@10": 0.48843735028165003,
"f1@1": 0.11022913197970112,
"f1@5": 0.41401147163111984,
"f1@10": 0.6049486379407474,
"map@1": 0.9964973730297724,
"map@5": 0.9212288382953882,
"map@10": 0.8346283571805838,
"mrr@1": 0.9964973730297724,
"mrr@5": 0.9973730297723292,
"mrr@10": 0.9975189725627552,
"num_pred": 1142,
"num_data": 1142
},
"MMLongBench-page": {
"hit@1": 0.06921241050119331,
"hit@5": 0.32816229116945106,
"hit@10": 0.43556085918854415,
"ndcg_linear@1": 0.06921241050119331,
"ndcg_linear@5": 0.16193698962444822,
"ndcg_linear@10": 0.20158281959554863,
"ndcg_exponential@1": 0.06921241050119331,
"ndcg_exponential@5": 0.16193698962444822,
"ndcg_exponential@10": 0.20158281959554863,
"precision@1": 0.06921241050119331,
"precision@5": 0.07756563245823389,
"precision@10": 0.058233890214797135,
"recall@1": 0.040324184566428,
"recall@5": 0.23706102966246162,
"recall@10": 0.34820150017047385,
"f1@1": 0.048800854409446294,
"f1@5": 0.1101645476522635,
"f1@10": 0.09465332114769648,
"map@1": 0.06921241050119331,
"map@5": 0.11841553964465659,
"map@10": 0.13681524054861935,
"mrr@1": 0.06921241050119331,
"mrr@5": 0.16302704852824182,
"mrr@10": 0.17715081259234006,
"num_pred": 838,
"num_data": 838
},
"MMLongBench-doc": {
"hit@1": 0.7326968973747017,
"hit@5": 0.8126491646778043,
"hit@10": 0.837708830548926,
"ndcg_linear@1": 0.5123309466984886,
"ndcg_linear@5": 0.5428858706725166,
"ndcg_linear@10": 0.5275085648914615,
"ndcg_exponential@1": 0.354926696215479,
"ndcg_exponential@5": 0.45441895462567394,
"ndcg_exponential@10": 0.4695562288112078,
"precision@1": 0.7326968973747017,
"precision@5": 0.6021479713603819,
"precision@10": 0.540453460620525,
"recall@1": 0.023809666923602684,
"recall@5": 0.09513770171338518,
"recall@10": 0.16711122344532417,
"f1@1": 0.04565355580911593,
"f1@5": 0.15776265072387466,
"f1@10": 0.2394225821542852,
"map@1": 0.7326968973747017,
"map@5": 0.5741805887032617,
"map@10": 0.4961500044196942,
"mrr@1": 0.7326968973747017,
"mrr@5": 0.7620525059665871,
"mrr@10": 0.7654510929272267,
"num_pred": 838,
"num_data": 838
}
}
}
}