{ "dataset_revision": "50c2986fedffa33b38afd5c1752026f8e9e5ed1d", "task_name": "ChatDoctorRetrieval", "mteb_version": "1.39.4", "scores": { "test": [ { "ndcg_at_1": 0.40476, "ndcg_at_3": 0.47454, "ndcg_at_5": 0.49551, "ndcg_at_10": 0.51888, "ndcg_at_20": 0.53922, "ndcg_at_100": 0.56509, "ndcg_at_1000": 0.57824, "map_at_1": 0.40476, "map_at_3": 0.45731, "map_at_5": 0.46894, "map_at_10": 0.47858, "map_at_20": 0.48419, "map_at_100": 0.48769, "map_at_1000": 0.48818, "recall_at_1": 0.40476, "recall_at_3": 0.52441, "recall_at_5": 0.57539, "recall_at_10": 0.64765, "recall_at_20": 0.72796, "recall_at_100": 0.86854, "recall_at_1000": 0.97228, "precision_at_1": 0.40476, "precision_at_3": 0.1748, "precision_at_5": 0.11508, "precision_at_10": 0.06476, "precision_at_20": 0.0364, "precision_at_100": 0.00869, "precision_at_1000": 0.00097, "mrr_at_1": 0.404758, "mrr_at_3": 0.457312, "mrr_at_5": 0.468938, "mrr_at_10": 0.478576, "mrr_at_20": 0.484186, "mrr_at_100": 0.487688, "mrr_at_1000": 0.488179, "nauc_ndcg_at_1_max": 0.409378, "nauc_ndcg_at_1_std": -0.058554, "nauc_ndcg_at_1_diff1": 0.687332, "nauc_ndcg_at_3_max": 0.390557, "nauc_ndcg_at_3_std": -0.0517, "nauc_ndcg_at_3_diff1": 0.631634, "nauc_ndcg_at_5_max": 0.387101, "nauc_ndcg_at_5_std": -0.047894, "nauc_ndcg_at_5_diff1": 0.62195, "nauc_ndcg_at_10_max": 0.383843, "nauc_ndcg_at_10_std": -0.040898, "nauc_ndcg_at_10_diff1": 0.613602, "nauc_ndcg_at_20_max": 0.386386, "nauc_ndcg_at_20_std": -0.032816, "nauc_ndcg_at_20_diff1": 0.611425, "nauc_ndcg_at_100_max": 0.38992, "nauc_ndcg_at_100_std": -0.024258, "nauc_ndcg_at_100_diff1": 0.615426, "nauc_ndcg_at_1000_max": 0.391126, "nauc_ndcg_at_1000_std": -0.030956, "nauc_ndcg_at_1000_diff1": 0.622466, "nauc_map_at_1_max": 0.409378, "nauc_map_at_1_std": -0.058554, "nauc_map_at_1_diff1": 0.687332, "nauc_map_at_3_max": 0.395374, "nauc_map_at_3_std": -0.053754, "nauc_map_at_3_diff1": 0.645011, "nauc_map_at_5_max": 0.393643, "nauc_map_at_5_std": -0.051656, "nauc_map_at_5_diff1": 0.639982, "nauc_map_at_10_max": 0.392392, "nauc_map_at_10_std": -0.048911, "nauc_map_at_10_diff1": 0.636959, "nauc_map_at_20_max": 0.392954, "nauc_map_at_20_std": -0.04711, "nauc_map_at_20_diff1": 0.636491, "nauc_map_at_100_max": 0.393468, "nauc_map_at_100_std": -0.046142, "nauc_map_at_100_diff1": 0.637, "nauc_map_at_1000_max": 0.393517, "nauc_map_at_1000_std": -0.046313, "nauc_map_at_1000_diff1": 0.637228, "nauc_recall_at_1_max": 0.409378, "nauc_recall_at_1_std": -0.058554, "nauc_recall_at_1_diff1": 0.687332, "nauc_recall_at_3_max": 0.376089, "nauc_recall_at_3_std": -0.045409, "nauc_recall_at_3_diff1": 0.591827, "nauc_recall_at_5_max": 0.36595, "nauc_recall_at_5_std": -0.035471, "nauc_recall_at_5_diff1": 0.564242, "nauc_recall_at_10_max": 0.352031, "nauc_recall_at_10_std": -0.009133, "nauc_recall_at_10_diff1": 0.527122, "nauc_recall_at_20_max": 0.360846, "nauc_recall_at_20_std": 0.042224, "nauc_recall_at_20_diff1": 0.499344, "nauc_recall_at_100_max": 0.38091, "nauc_recall_at_100_std": 0.213668, "nauc_recall_at_100_diff1": 0.459594, "nauc_recall_at_1000_max": 0.439467, "nauc_recall_at_1000_std": 0.470338, "nauc_recall_at_1000_diff1": 0.489302, "nauc_precision_at_1_max": 0.409378, "nauc_precision_at_1_std": -0.058554, "nauc_precision_at_1_diff1": 0.687332, "nauc_precision_at_3_max": 0.376089, "nauc_precision_at_3_std": -0.045409, "nauc_precision_at_3_diff1": 0.591827, "nauc_precision_at_5_max": 0.36595, "nauc_precision_at_5_std": -0.035471, "nauc_precision_at_5_diff1": 0.564242, "nauc_precision_at_10_max": 0.352031, "nauc_precision_at_10_std": -0.009133, "nauc_precision_at_10_diff1": 0.527122, "nauc_precision_at_20_max": 0.360846, "nauc_precision_at_20_std": 0.042224, "nauc_precision_at_20_diff1": 0.499344, "nauc_precision_at_100_max": 0.38091, "nauc_precision_at_100_std": 0.213668, "nauc_precision_at_100_diff1": 0.459594, "nauc_precision_at_1000_max": 0.439467, "nauc_precision_at_1000_std": 0.470338, "nauc_precision_at_1000_diff1": 0.489302, "nauc_mrr_at_1_max": 0.409378, "nauc_mrr_at_1_std": -0.058554, "nauc_mrr_at_1_diff1": 0.687332, "nauc_mrr_at_3_max": 0.395374, "nauc_mrr_at_3_std": -0.053754, "nauc_mrr_at_3_diff1": 0.645011, "nauc_mrr_at_5_max": 0.393643, "nauc_mrr_at_5_std": -0.051656, "nauc_mrr_at_5_diff1": 0.639982, "nauc_mrr_at_10_max": 0.392392, "nauc_mrr_at_10_std": -0.048911, "nauc_mrr_at_10_diff1": 0.636959, "nauc_mrr_at_20_max": 0.392954, "nauc_mrr_at_20_std": -0.04711, "nauc_mrr_at_20_diff1": 0.636491, "nauc_mrr_at_100_max": 0.393468, "nauc_mrr_at_100_std": -0.046141, "nauc_mrr_at_100_diff1": 0.637, "nauc_mrr_at_1000_max": 0.393517, "nauc_mrr_at_1000_std": -0.046312, "nauc_mrr_at_1000_diff1": 0.637229, "main_score": 0.51888, "hf_subset": "default", "languages": [ "eng-Latn" ] } ] }, "evaluation_time": 35.18413209915161, "kg_co2_emissions": null }