{ "dataset_revision": "6d1962c527217f8927fca80f890f14f36b2802af", "task_name": "MIRACLReranking", "mteb_version": "1.38.39", "scores": { "dev": [ { "NDCG@1(MIRACL)": 0.4507, "NDCG@3(MIRACL)": 0.60327, "NDCG@5(MIRACL)": 0.61969, "NDCG@10(MIRACL)": 0.72312, "NDCG@20(MIRACL)": 0.73695, "NDCG@100(MIRACL)": 0.74773, "NDCG@1000(MIRACL)": 0.74773, "MAP@1(MIRACL)": 0.29269, "MAP@3(MIRACL)": 0.44474, "MAP@5(MIRACL)": 0.47472, "MAP@10(MIRACL)": 0.53498, "MAP@20(MIRACL)": 0.54292, "MAP@100(MIRACL)": 0.54732, "MAP@1000(MIRACL)": 0.54732, "Recall@1(MIRACL)": 0.29269, "Recall@3(MIRACL)": 0.55677, "Recall@5(MIRACL)": 0.62161, "Recall@10(MIRACL)": 0.82188, "Recall@20(MIRACL)": 0.86275, "Recall@100(MIRACL)": 0.90141, "Recall@1000(MIRACL)": 0.90141, "P@1(MIRACL)": 0.4507, "P@3(MIRACL)": 0.2723, "P@5(MIRACL)": 0.20188, "P@10(MIRACL)": 0.12723, "P@20(MIRACL)": 0.07042, "P@100(MIRACL)": 0.01549, "P@1000(MIRACL)": 0.00155, "nAUC_NDCG@1_max(MIRACL)": 0.321686, "nAUC_NDCG@1_std(MIRACL)": 0.053535, "nAUC_NDCG@1_diff1(MIRACL)": 0.248298, "nAUC_NDCG@3_max(MIRACL)": 0.398243, "nAUC_NDCG@3_std(MIRACL)": 0.01635, "nAUC_NDCG@3_diff1(MIRACL)": 0.278255, "nAUC_NDCG@5_max(MIRACL)": 0.415079, "nAUC_NDCG@5_std(MIRACL)": 0.022551, "nAUC_NDCG@5_diff1(MIRACL)": 0.322109, "nAUC_NDCG@10_max(MIRACL)": 0.427464, "nAUC_NDCG@10_std(MIRACL)": 0.011505, "nAUC_NDCG@10_diff1(MIRACL)": 0.269869, "nAUC_NDCG@20_max(MIRACL)": 0.46109, "nAUC_NDCG@20_std(MIRACL)": 0.025572, "nAUC_NDCG@20_diff1(MIRACL)": 0.266877, "nAUC_NDCG@100_max(MIRACL)": 0.479296, "nAUC_NDCG@100_std(MIRACL)": 0.048825, "nAUC_NDCG@100_diff1(MIRACL)": 0.264409, "nAUC_NDCG@1000_max(MIRACL)": 0.479296, "nAUC_NDCG@1000_std(MIRACL)": 0.048825, "nAUC_NDCG@1000_diff1(MIRACL)": 0.264409, "nAUC_MAP@1_max(MIRACL)": 0.208809, "nAUC_MAP@1_std(MIRACL)": -0.097629, "nAUC_MAP@1_diff1(MIRACL)": 0.360076, "nAUC_MAP@3_max(MIRACL)": 0.28759, "nAUC_MAP@3_std(MIRACL)": -0.072377, "nAUC_MAP@3_diff1(MIRACL)": 0.325016, "nAUC_MAP@5_max(MIRACL)": 0.311334, "nAUC_MAP@5_std(MIRACL)": -0.034169, "nAUC_MAP@5_diff1(MIRACL)": 0.328866, "nAUC_MAP@10_max(MIRACL)": 0.34739, "nAUC_MAP@10_std(MIRACL)": -0.004205, "nAUC_MAP@10_diff1(MIRACL)": 0.304572, "nAUC_MAP@20_max(MIRACL)": 0.360301, "nAUC_MAP@20_std(MIRACL)": 0.003416, "nAUC_MAP@20_diff1(MIRACL)": 0.297398, "nAUC_MAP@100_max(MIRACL)": 0.367663, "nAUC_MAP@100_std(MIRACL)": 0.014891, "nAUC_MAP@100_diff1(MIRACL)": 0.294684, "nAUC_MAP@1000_max(MIRACL)": 0.367663, "nAUC_MAP@1000_std(MIRACL)": 0.014891, "nAUC_MAP@1000_diff1(MIRACL)": 0.294684, "nAUC_Recall@1_max(MIRACL)": 0.208809, "nAUC_Recall@1_std(MIRACL)": -0.097629, "nAUC_Recall@1_diff1(MIRACL)": 0.360076, "nAUC_Recall@3_max(MIRACL)": 0.319388, "nAUC_Recall@3_std(MIRACL)": -0.088648, "nAUC_Recall@3_diff1(MIRACL)": 0.326437, "nAUC_Recall@5_max(MIRACL)": 0.343419, "nAUC_Recall@5_std(MIRACL)": -0.032121, "nAUC_Recall@5_diff1(MIRACL)": 0.357338, "nAUC_Recall@10_max(MIRACL)": 0.505111, "nAUC_Recall@10_std(MIRACL)": 0.028528, "nAUC_Recall@10_diff1(MIRACL)": 0.263399, "nAUC_Recall@20_max(MIRACL)": 0.690568, "nAUC_Recall@20_std(MIRACL)": 0.107645, "nAUC_Recall@20_diff1(MIRACL)": 0.284892, "nAUC_Recall@100_max(MIRACL)": 0.848163, "nAUC_Recall@100_std(MIRACL)": 0.224462, "nAUC_Recall@100_diff1(MIRACL)": 0.287824, "nAUC_Recall@1000_max(MIRACL)": 0.848163, "nAUC_Recall@1000_std(MIRACL)": 0.224462, "nAUC_Recall@1000_diff1(MIRACL)": 0.287824, "nAUC_P@1_max(MIRACL)": 0.321686, "nAUC_P@1_std(MIRACL)": 0.053535, "nAUC_P@1_diff1(MIRACL)": 0.248298, "nAUC_P@3_max(MIRACL)": 0.323827, "nAUC_P@3_std(MIRACL)": 0.144051, "nAUC_P@3_diff1(MIRACL)": 0.033648, "nAUC_P@5_max(MIRACL)": 0.309682, "nAUC_P@5_std(MIRACL)": 0.225667, "nAUC_P@5_diff1(MIRACL)": 0.012184, "nAUC_P@10_max(MIRACL)": 0.28472, "nAUC_P@10_std(MIRACL)": 0.267279, "nAUC_P@10_diff1(MIRACL)": -0.080776, "nAUC_P@20_max(MIRACL)": 0.286046, "nAUC_P@20_std(MIRACL)": 0.26833, "nAUC_P@20_diff1(MIRACL)": -0.100912, "nAUC_P@100_max(MIRACL)": 0.288928, "nAUC_P@100_std(MIRACL)": 0.303295, "nAUC_P@100_diff1(MIRACL)": -0.1057, "nAUC_P@1000_max(MIRACL)": 0.288928, "nAUC_P@1000_std(MIRACL)": 0.303295, "nAUC_P@1000_diff1(MIRACL)": -0.1057, "main_score": 0.72312, "hf_subset": "ko", "languages": [ "kor-Kore" ] }, { "ndcg_at_1": 0.47534, "ndcg_at_3": 0.53888, "ndcg_at_5": 0.58076, "ndcg_at_10": 0.61805, "ndcg_at_20": 0.64213, "ndcg_at_100": 0.65686, "ndcg_at_1000": 0.65803, "map_at_1": 0.34324, "map_at_3": 0.47658, "map_at_5": 0.50991, "map_at_10": 0.53286, "map_at_20": 0.54389, "map_at_100": 0.54797, "map_at_1000": 0.54808, "recall_at_1": 0.34324, "recall_at_3": 0.58447, "recall_at_5": 0.68249, "recall_at_10": 0.77944, "recall_at_20": 0.85257, "recall_at_100": 0.91107, "recall_at_1000": 0.91781, "accuracy": 0.34324, "precision_at_1": 0.47534, "precision_at_3": 0.29087, "precision_at_5": 0.21288, "precision_at_10": 0.1274, "precision_at_20": 0.07308, "precision_at_100": 0.01618, "precision_at_1000": 0.00163, "mrr_at_1": 0.460274, "mrr_at_3": 0.574886, "mrr_at_5": 0.593447, "mrr_at_10": 0.601801, "mrr_at_20": 0.603839, "mrr_at_100": 0.604651, "mrr_at_1000": 0.604673, "nauc_ndcg_at_1_max": 0.232038, "nauc_ndcg_at_1_std": -0.050798, "nauc_ndcg_at_1_diff1": 0.474914, "nauc_ndcg_at_3_max": 0.205072, "nauc_ndcg_at_3_std": -0.13301, "nauc_ndcg_at_3_diff1": 0.372855, "nauc_ndcg_at_5_max": 0.232847, "nauc_ndcg_at_5_std": -0.115938, "nauc_ndcg_at_5_diff1": 0.365133, "nauc_ndcg_at_10_max": 0.249259, "nauc_ndcg_at_10_std": -0.100934, "nauc_ndcg_at_10_diff1": 0.356966, "nauc_ndcg_at_20_max": 0.263194, "nauc_ndcg_at_20_std": -0.077275, "nauc_ndcg_at_20_diff1": 0.354574, "nauc_ndcg_at_100_max": 0.273254, "nauc_ndcg_at_100_std": -0.046587, "nauc_ndcg_at_100_diff1": 0.349761, "nauc_ndcg_at_1000_max": 0.272457, "nauc_ndcg_at_1000_std": -0.046311, "nauc_ndcg_at_1000_diff1": 0.349859, "nauc_map_at_1_max": 0.132268, "nauc_map_at_1_std": -0.146369, "nauc_map_at_1_diff1": 0.442547, "nauc_map_at_3_max": 0.172111, "nauc_map_at_3_std": -0.158247, "nauc_map_at_3_diff1": 0.390016, "nauc_map_at_5_max": 0.197818, "nauc_map_at_5_std": -0.141886, "nauc_map_at_5_diff1": 0.384114, "nauc_map_at_10_max": 0.209595, "nauc_map_at_10_std": -0.130417, "nauc_map_at_10_diff1": 0.382724, "nauc_map_at_20_max": 0.214548, "nauc_map_at_20_std": -0.121922, "nauc_map_at_20_diff1": 0.38262, "nauc_map_at_100_max": 0.216982, "nauc_map_at_100_std": -0.113293, "nauc_map_at_100_diff1": 0.38183, "nauc_map_at_1000_max": 0.217012, "nauc_map_at_1000_std": -0.113166, "nauc_map_at_1000_diff1": 0.381816, "nauc_recall_at_1_max": 0.132268, "nauc_recall_at_1_std": -0.146369, "nauc_recall_at_1_diff1": 0.442547, "nauc_recall_at_3_max": 0.166024, "nauc_recall_at_3_std": -0.200843, "nauc_recall_at_3_diff1": 0.291894, "nauc_recall_at_5_max": 0.22217, "nauc_recall_at_5_std": -0.151094, "nauc_recall_at_5_diff1": 0.261535, "nauc_recall_at_10_max": 0.277018, "nauc_recall_at_10_std": -0.108208, "nauc_recall_at_10_diff1": 0.204523, "nauc_recall_at_20_max": 0.366349, "nauc_recall_at_20_std": -0.014533, "nauc_recall_at_20_diff1": 0.151377, "nauc_recall_at_100_max": 0.558265, "nauc_recall_at_100_std": 0.30104, "nauc_recall_at_100_diff1": 0.024964, "nauc_recall_at_1000_max": 0.565857, "nauc_recall_at_1000_std": 0.323973, "nauc_recall_at_1000_diff1": 0.008862, "nauc_precision_at_1_max": 0.232038, "nauc_precision_at_1_std": -0.050798, "nauc_precision_at_1_diff1": 0.474914, "nauc_precision_at_3_max": 0.261979, "nauc_precision_at_3_std": 0.019187, "nauc_precision_at_3_diff1": 0.183718, "nauc_precision_at_5_max": 0.290269, "nauc_precision_at_5_std": 0.120986, "nauc_precision_at_5_diff1": 0.075925, "nauc_precision_at_10_max": 0.250538, "nauc_precision_at_10_std": 0.194704, "nauc_precision_at_10_diff1": -0.013854, "nauc_precision_at_20_max": 0.220965, "nauc_precision_at_20_std": 0.257983, "nauc_precision_at_20_diff1": -0.066204, "nauc_precision_at_100_max": 0.197204, "nauc_precision_at_100_std": 0.338076, "nauc_precision_at_100_diff1": -0.117477, "nauc_precision_at_1000_max": 0.192256, "nauc_precision_at_1000_std": 0.339622, "nauc_precision_at_1000_diff1": -0.12114, "nauc_mrr_at_1_max": 0.202093, "nauc_mrr_at_1_std": -0.089463, "nauc_mrr_at_1_diff1": 0.474857, "nauc_mrr_at_3_max": 0.250178, "nauc_mrr_at_3_std": -0.095815, "nauc_mrr_at_3_diff1": 0.397856, "nauc_mrr_at_5_max": 0.254036, "nauc_mrr_at_5_std": -0.079453, "nauc_mrr_at_5_diff1": 0.401554, "nauc_mrr_at_10_max": 0.254005, "nauc_mrr_at_10_std": -0.07587, "nauc_mrr_at_10_diff1": 0.401398, "nauc_mrr_at_20_max": 0.255063, "nauc_mrr_at_20_std": -0.073804, "nauc_mrr_at_20_diff1": 0.400134, "nauc_mrr_at_100_max": 0.254833, "nauc_mrr_at_100_std": -0.073048, "nauc_mrr_at_100_diff1": 0.399894, "nauc_mrr_at_1000_max": 0.254776, "nauc_mrr_at_1000_std": -0.073083, "nauc_mrr_at_1000_diff1": 0.399897, "cv_recall_at_1": 0.46027, "cv_recall_at_3": 0.71918, "cv_recall_at_5": 0.80137, "cv_recall_at_10": 0.86027, "cv_recall_at_20": 0.88904, "cv_recall_at_100": 0.91507, "cv_recall_at_1000": 0.91781, "main_score": 0.61805, "hf_subset": "th", "languages": [ "tha-Thai" ] } ] }, "evaluation_time": 320.728688955307, "kg_co2_emissions": null }