Add geoffsee/auto-g-embed-st MTEB results (SciFact/NFCorpus/FiQA2018)

results/geoffsee__auto-g-embed-st/3e0bf6004ec386dea06d55dda4efe38fd96b5f7b/FiQA2018.json

@@ -0,0 +1 @@
+{"dataset_revision": "27a168819829fe9bcd655c2df245fb19452e8e06", "task_name": "FiQA2018", "mteb_version": "2.7.26", "scores": {"test": [{"ndcg_at_1": 0.34259, "ndcg_at_3": 0.33305, "ndcg_at_5": 0.34544, "ndcg_at_10": 0.36869, "ndcg_at_20": 0.39288, "ndcg_at_100": 0.4392, "ndcg_at_1000": 0.47116, "map_at_1": 0.17188, "map_at_3": 0.25339, "map_at_5": 0.27574, "map_at_10": 0.29202, "map_at_20": 0.30109, "map_at_100": 0.3101, "map_at_1000": 0.312, "recall_at_1": 0.17188, "recall_at_3": 0.30984, "recall_at_5": 0.36806, "recall_at_10": 0.44167, "recall_at_20": 0.51524, "recall_at_100": 0.7075, "recall_at_1000": 0.89673, "accuracy": 0.17188, "precision_at_1": 0.34259, "precision_at_3": 0.22428, "precision_at_5": 0.16821, "precision_at_10": 0.10417, "precision_at_20": 0.06211, "precision_at_100": 0.01764, "precision_at_1000": 0.00233, "mrr_at_1": 0.342593, "mrr_at_3": 0.416667, "mrr_at_5": 0.430324, "mrr_at_10": 0.441143, "mrr_at_20": 0.446796, "mrr_at_100": 0.450627, "mrr_at_1000": 0.45105, "nauc_ndcg_at_1_max": 0.408054, "nauc_ndcg_at_1_std": -0.026219, "nauc_ndcg_at_1_diff1": 0.485797, "nauc_ndcg_at_3_max": 0.346798, "nauc_ndcg_at_3_std": -0.04066, "nauc_ndcg_at_3_diff1": 0.371632, "nauc_ndcg_at_5_max": 0.336653, "nauc_ndcg_at_5_std": -0.037461, "nauc_ndcg_at_5_diff1": 0.360854, "nauc_ndcg_at_10_max": 0.328991, "nauc_ndcg_at_10_std": -0.027339, "nauc_ndcg_at_10_diff1": 0.351578, "nauc_ndcg_at_20_max": 0.329181, "nauc_ndcg_at_20_std": -0.022288, "nauc_ndcg_at_20_diff1": 0.348383, "nauc_ndcg_at_100_max": 0.353181, "nauc_ndcg_at_100_std": 0.012056, "nauc_ndcg_at_100_diff1": 0.349362, "nauc_ndcg_at_1000_max": 0.362443, "nauc_ndcg_at_1000_std": 0.012603, "nauc_ndcg_at_1000_diff1": 0.356595, "nauc_map_at_1_max": 0.268389, "nauc_map_at_1_std": -0.07693, "nauc_map_at_1_diff1": 0.441041, "nauc_map_at_3_max": 0.30208, "nauc_map_at_3_std": -0.064223, "nauc_map_at_3_diff1": 0.384353, "nauc_map_at_5_max": 0.312081, "nauc_map_at_5_std": -0.059363, "nauc_map_at_5_diff1": 0.371454, "nauc_map_at_10_max": 0.314432, "nauc_map_at_10_std": -0.05006, "nauc_map_at_10_diff1": 0.361996, "nauc_map_at_20_max": 0.315879, "nauc_map_at_20_std": -0.048321, "nauc_map_at_20_diff1": 0.361197, "nauc_map_at_100_max": 0.322601, "nauc_map_at_100_std": -0.040443, "nauc_map_at_100_diff1": 0.360351, "nauc_map_at_1000_max": 0.323391, "nauc_map_at_1000_std": -0.039852, "nauc_map_at_1000_diff1": 0.360407, "nauc_recall_at_1_max": 0.268389, "nauc_recall_at_1_std": -0.07693, "nauc_recall_at_1_diff1": 0.441041, "nauc_recall_at_3_max": 0.256454, "nauc_recall_at_3_std": -0.047088, "nauc_recall_at_3_diff1": 0.302259, "nauc_recall_at_5_max": 0.261549, "nauc_recall_at_5_std": -0.029138, "nauc_recall_at_5_diff1": 0.272714, "nauc_recall_at_10_max": 0.235773, "nauc_recall_at_10_std": -0.010264, "nauc_recall_at_10_diff1": 0.220978, "nauc_recall_at_20_max": 0.221613, "nauc_recall_at_20_std": 0.006379, "nauc_recall_at_20_diff1": 0.198738, "nauc_recall_at_100_max": 0.279411, "nauc_recall_at_100_std": 0.171375, "nauc_recall_at_100_diff1": 0.171742, "nauc_recall_at_1000_max": 0.373099, "nauc_recall_at_1000_std": 0.362126, "nauc_recall_at_1000_diff1": 0.179064, "nauc_precision_at_1_max": 0.408054, "nauc_precision_at_1_std": -0.026219, "nauc_precision_at_1_diff1": 0.485797, "nauc_precision_at_3_max": 0.358686, "nauc_precision_at_3_std": -0.022031, "nauc_precision_at_3_diff1": 0.268048, "nauc_precision_at_5_max": 0.345985, "nauc_precision_at_5_std": 0.001085, "nauc_precision_at_5_diff1": 0.205266, "nauc_precision_at_10_max": 0.32164, "nauc_precision_at_10_std": 0.044425, "nauc_precision_at_10_diff1": 0.148541, "nauc_precision_at_20_max": 0.298113, "nauc_precision_at_20_std": 0.058517, "nauc_precision_at_20_diff1": 0.121601, "nauc_precision_at_100_max": 0.294083, "nauc_precision_at_100_std": 0.140219, "nauc_precision_at_100_diff1": 0.052209, "nauc_precision_at_1000_max": 0.219156, "nauc_precision_at_1000_std": 0.120024, "nauc_precision_at_1000_diff1": -0.015473, "nauc_mrr_at_1_max": 0.408054, "nauc_mrr_at_1_std": -0.026219, "nauc_mrr_at_1_diff1": 0.485797, "nauc_mrr_at_3_max": 0.39069, "nauc_mrr_at_3_std": -0.013445, "nauc_mrr_at_3_diff1": 0.431019, "nauc_mrr_at_5_max": 0.39991, "nauc_mrr_at_5_std": -0.004194, "nauc_mrr_at_5_diff1": 0.429705, "nauc_mrr_at_10_max": 0.397487, "nauc_mrr_at_10_std": -0.003196, "nauc_mrr_at_10_diff1": 0.426842, "nauc_mrr_at_20_max": 0.396267, "nauc_mrr_at_20_std": -0.001726, "nauc_mrr_at_20_diff1": 0.424778, "nauc_mrr_at_100_max": 0.396903, "nauc_mrr_at_100_std": 0.000265, "nauc_mrr_at_100_diff1": 0.425282, "nauc_mrr_at_1000_max": 0.397075, "nauc_mrr_at_1000_std": 3.5e-05, "nauc_mrr_at_1000_diff1": 0.425572, "cv_recall_at_1": 0.34259, "cv_recall_at_3": 0.5108, "cv_recall_at_5": 0.57099, "cv_recall_at_10": 0.65123, "cv_recall_at_20": 0.7284, "cv_recall_at_100": 0.86728, "cv_recall_at_1000": 0.95988, "main_score": 0.36869, "hf_subset": "default", "languages": ["eng-Latn"]}]}, "evaluation_time": 53.95098686218262, "kg_co2_emissions": null}

results/geoffsee__auto-g-embed-st/3e0bf6004ec386dea06d55dda4efe38fd96b5f7b/NFCorpus.json

@@ -0,0 +1 @@
+{"dataset_revision": "ec0fa4fe99da2ff19ca1214b7966684033a58814", "task_name": "NFCorpus", "mteb_version": "2.7.26", "scores": {"test": [{"ndcg_at_1": 0.39319, "ndcg_at_3": 0.36122, "ndcg_at_5": 0.3408, "ndcg_at_10": 0.31141, "ndcg_at_20": 0.29158, "ndcg_at_100": 0.29179, "ndcg_at_1000": 0.37949, "map_at_1": 0.04141, "map_at_3": 0.07843, "map_at_5": 0.0918, "map_at_10": 0.10963, "map_at_20": 0.12188, "map_at_100": 0.14117, "map_at_1000": 0.15545, "recall_at_1": 0.04141, "recall_at_3": 0.09347, "recall_at_5": 0.1171, "recall_at_10": 0.15249, "recall_at_20": 0.187, "recall_at_100": 0.30598, "recall_at_1000": 0.62161, "accuracy": 0.04141, "precision_at_1": 0.41176, "precision_at_3": 0.34365, "precision_at_5": 0.29969, "precision_at_10": 0.23653, "precision_at_20": 0.17663, "precision_at_100": 0.07848, "precision_at_1000": 0.02081, "mrr_at_1": 0.411765, "mrr_at_3": 0.477812, "mrr_at_5": 0.496078, "mrr_at_10": 0.503157, "mrr_at_20": 0.506153, "mrr_at_100": 0.509306, "mrr_at_1000": 0.5097, "nauc_ndcg_at_1_max": 0.348154, "nauc_ndcg_at_1_std": 0.117095, "nauc_ndcg_at_1_diff1": 0.360023, "nauc_ndcg_at_3_max": 0.33449, "nauc_ndcg_at_3_std": 0.186233, "nauc_ndcg_at_3_diff1": 0.236364, "nauc_ndcg_at_5_max": 0.344648, "nauc_ndcg_at_5_std": 0.219881, "nauc_ndcg_at_5_diff1": 0.211758, "nauc_ndcg_at_10_max": 0.344192, "nauc_ndcg_at_10_std": 0.263807, "nauc_ndcg_at_10_diff1": 0.175535, "nauc_ndcg_at_20_max": 0.318801, "nauc_ndcg_at_20_std": 0.270456, "nauc_ndcg_at_20_diff1": 0.156465, "nauc_ndcg_at_100_max": 0.358093, "nauc_ndcg_at_100_std": 0.299545, "nauc_ndcg_at_100_diff1": 0.182041, "nauc_ndcg_at_1000_max": 0.441013, "nauc_ndcg_at_1000_std": 0.38679, "nauc_ndcg_at_1000_diff1": 0.200592, "nauc_map_at_1_max": 0.108113, "nauc_map_at_1_std": -0.065474, "nauc_map_at_1_diff1": 0.417729, "nauc_map_at_3_max": 0.124524, "nauc_map_at_3_std": -0.019839, "nauc_map_at_3_diff1": 0.300563, "nauc_map_at_5_max": 0.167393, "nauc_map_at_5_std": 0.009813, "nauc_map_at_5_diff1": 0.277178, "nauc_map_at_10_max": 0.207013, "nauc_map_at_10_std": 0.067953, "nauc_map_at_10_diff1": 0.226828, "nauc_map_at_20_max": 0.23134, "nauc_map_at_20_std": 0.110043, "nauc_map_at_20_diff1": 0.201072, "nauc_map_at_100_max": 0.25745, "nauc_map_at_100_std": 0.18149, "nauc_map_at_100_diff1": 0.182119, "nauc_map_at_1000_max": 0.268447, "nauc_map_at_1000_std": 0.21966, "nauc_map_at_1000_diff1": 0.169018, "nauc_recall_at_1_max": 0.108113, "nauc_recall_at_1_std": -0.065474, "nauc_recall_at_1_diff1": 0.417729, "nauc_recall_at_3_max": 0.092813, "nauc_recall_at_3_std": -0.028255, "nauc_recall_at_3_diff1": 0.27437, "nauc_recall_at_5_max": 0.14017, "nauc_recall_at_5_std": 0.000789, "nauc_recall_at_5_diff1": 0.247192, "nauc_recall_at_10_max": 0.176169, "nauc_recall_at_10_std": 0.053902, "nauc_recall_at_10_diff1": 0.197381, "nauc_recall_at_20_max": 0.184865, "nauc_recall_at_20_std": 0.083055, "nauc_recall_at_20_diff1": 0.158369, "nauc_recall_at_100_max": 0.232397, "nauc_recall_at_100_std": 0.194859, "nauc_recall_at_100_diff1": 0.122534, "nauc_recall_at_1000_max": 0.300138, "nauc_recall_at_1000_std": 0.308337, "nauc_recall_at_1000_diff1": 0.122761, "nauc_precision_at_1_max": 0.371368, "nauc_precision_at_1_std": 0.12705, "nauc_precision_at_1_diff1": 0.355727, "nauc_precision_at_3_max": 0.351196, "nauc_precision_at_3_std": 0.232985, "nauc_precision_at_3_diff1": 0.149157, "nauc_precision_at_5_max": 0.357605, "nauc_precision_at_5_std": 0.292765, "nauc_precision_at_5_diff1": 0.0856, "nauc_precision_at_10_max": 0.342527, "nauc_precision_at_10_std": 0.377483, "nauc_precision_at_10_diff1": -0.010584, "nauc_precision_at_20_max": 0.277443, "nauc_precision_at_20_std": 0.405618, "nauc_precision_at_20_diff1": -0.059253, "nauc_precision_at_100_max": 0.178398, "nauc_precision_at_100_std": 0.417818, "nauc_precision_at_100_diff1": -0.100738, "nauc_precision_at_1000_max": 0.065474, "nauc_precision_at_1000_std": 0.310576, "nauc_precision_at_1000_diff1": -0.134604, "nauc_mrr_at_1_max": 0.371368, "nauc_mrr_at_1_std": 0.12705, "nauc_mrr_at_1_diff1": 0.355727, "nauc_mrr_at_3_max": 0.396354, "nauc_mrr_at_3_std": 0.164207, "nauc_mrr_at_3_diff1": 0.364141, "nauc_mrr_at_5_max": 0.406087, "nauc_mrr_at_5_std": 0.177953, "nauc_mrr_at_5_diff1": 0.358173, "nauc_mrr_at_10_max": 0.418315, "nauc_mrr_at_10_std": 0.189772, "nauc_mrr_at_10_diff1": 0.361814, "nauc_mrr_at_20_max": 0.417934, "nauc_mrr_at_20_std": 0.192695, "nauc_mrr_at_20_diff1": 0.360083, "nauc_mrr_at_100_max": 0.418108, "nauc_mrr_at_100_std": 0.193702, "nauc_mrr_at_100_diff1": 0.360354, "nauc_mrr_at_1000_max": 0.417769, "nauc_mrr_at_1000_std": 0.193182, "nauc_mrr_at_1000_diff1": 0.360321, "cv_recall_at_1": 0.41176, "cv_recall_at_3": 0.56037, "cv_recall_at_5": 0.63777, "cv_recall_at_10": 0.68731, "cv_recall_at_20": 0.73065, "cv_recall_at_100": 0.8452, "cv_recall_at_1000": 0.94118, "main_score": 0.31141, "hf_subset": "default", "languages": ["eng-Latn"]}]}, "evaluation_time": 5.112025260925293, "kg_co2_emissions": null}

results/geoffsee__auto-g-embed-st/3e0bf6004ec386dea06d55dda4efe38fd96b5f7b/SciFact.json

@@ -0,0 +1 @@
+{"dataset_revision": "d56462d0e63a25450459c4f213e49ffdb866f7f9", "task_name": "SciFact", "mteb_version": "2.7.26", "scores": {"test": [{"ndcg_at_1": 0.51333, "ndcg_at_3": 0.60448, "ndcg_at_5": 0.63135, "ndcg_at_10": 0.64872, "ndcg_at_20": 0.6621, "ndcg_at_100": 0.67822, "ndcg_at_1000": 0.68927, "map_at_1": 0.49233, "map_at_3": 0.57547, "map_at_5": 0.59407, "map_at_10": 0.60233, "map_at_20": 0.60639, "map_at_100": 0.60905, "map_at_1000": 0.60954, "recall_at_1": 0.49233, "recall_at_3": 0.66411, "recall_at_5": 0.72839, "recall_at_10": 0.77933, "recall_at_20": 0.82833, "recall_at_100": 0.91, "recall_at_1000": 0.99333, "accuracy": 0.49233, "precision_at_1": 0.51333, "precision_at_3": 0.24, "precision_at_5": 0.16267, "precision_at_10": 0.08767, "precision_at_20": 0.04667, "precision_at_100": 0.01037, "precision_at_1000": 0.00112, "mrr_at_1": 0.513333, "mrr_at_3": 0.592222, "mrr_at_5": 0.605222, "mrr_at_10": 0.611396, "mrr_at_20": 0.61529, "mrr_at_100": 0.617238, "mrr_at_1000": 0.617669, "nauc_ndcg_at_1_max": 0.408345, "nauc_ndcg_at_1_std": -0.058758, "nauc_ndcg_at_1_diff1": 0.701988, "nauc_ndcg_at_3_max": 0.447126, "nauc_ndcg_at_3_std": -0.006021, "nauc_ndcg_at_3_diff1": 0.624493, "nauc_ndcg_at_5_max": 0.454969, "nauc_ndcg_at_5_std": 0.028084, "nauc_ndcg_at_5_diff1": 0.620971, "nauc_ndcg_at_10_max": 0.466889, "nauc_ndcg_at_10_std": 0.039334, "nauc_ndcg_at_10_diff1": 0.621701, "nauc_ndcg_at_20_max": 0.485204, "nauc_ndcg_at_20_std": 0.048142, "nauc_ndcg_at_20_diff1": 0.632167, "nauc_ndcg_at_100_max": 0.480601, "nauc_ndcg_at_100_std": 0.049851, "nauc_ndcg_at_100_diff1": 0.637998, "nauc_ndcg_at_1000_max": 0.467173, "nauc_ndcg_at_1000_std": 0.032206, "nauc_ndcg_at_1000_diff1": 0.638416, "nauc_map_at_1_max": 0.385894, "nauc_map_at_1_std": -0.09425, "nauc_map_at_1_diff1": 0.695941, "nauc_map_at_3_max": 0.428483, "nauc_map_at_3_std": -0.035662, "nauc_map_at_3_diff1": 0.643739, "nauc_map_at_5_max": 0.438798, "nauc_map_at_5_std": -0.005263, "nauc_map_at_5_diff1": 0.641095, "nauc_map_at_10_max": 0.446649, "nauc_map_at_10_std": 0.002669, "nauc_map_at_10_diff1": 0.64297, "nauc_map_at_20_max": 0.451497, "nauc_map_at_20_std": 0.005206, "nauc_map_at_20_diff1": 0.645542, "nauc_map_at_100_max": 0.450974, "nauc_map_at_100_std": 0.00513, "nauc_map_at_100_diff1": 0.646181, "nauc_map_at_1000_max": 0.450426, "nauc_map_at_1000_std": 0.00442, "nauc_map_at_1000_diff1": 0.646133, "nauc_recall_at_1_max": 0.385894, "nauc_recall_at_1_std": -0.09425, "nauc_recall_at_1_diff1": 0.695941, "nauc_recall_at_3_max": 0.46972, "nauc_recall_at_3_std": 0.023542, "nauc_recall_at_3_diff1": 0.560083, "nauc_recall_at_5_max": 0.495496, "nauc_recall_at_5_std": 0.11923, "nauc_recall_at_5_diff1": 0.54049, "nauc_recall_at_10_max": 0.541763, "nauc_recall_at_10_std": 0.165989, "nauc_recall_at_10_diff1": 0.528923, "nauc_recall_at_20_max": 0.662413, "nauc_recall_at_20_std": 0.241575, "nauc_recall_at_20_diff1": 0.569132, "nauc_recall_at_100_max": 0.74502, "nauc_recall_at_100_std": 0.432937, "nauc_recall_at_100_diff1": 0.623258, "nauc_recall_at_1000_max": 0.496032, "nauc_recall_at_1000_std": 0.456116, "nauc_recall_at_1000_diff1": 0.777077, "nauc_precision_at_1_max": 0.408345, "nauc_precision_at_1_std": -0.058758, "nauc_precision_at_1_diff1": 0.701988, "nauc_precision_at_3_max": 0.467576, "nauc_precision_at_3_std": 0.133974, "nauc_precision_at_3_diff1": 0.462296, "nauc_precision_at_5_max": 0.420609, "nauc_precision_at_5_std": 0.282568, "nauc_precision_at_5_diff1": 0.31058, "nauc_precision_at_10_max": 0.420061, "nauc_precision_at_10_std": 0.334454, "nauc_precision_at_10_diff1": 0.241809, "nauc_precision_at_20_max": 0.463633, "nauc_precision_at_20_std": 0.401643, "nauc_precision_at_20_diff1": 0.209581, "nauc_precision_at_100_max": 0.318806, "nauc_precision_at_100_std": 0.412994, "nauc_precision_at_100_diff1": 0.06506, "nauc_precision_at_1000_max": 0.129921, "nauc_precision_at_1000_std": 0.377848, "nauc_precision_at_1000_diff1": -0.146795, "nauc_mrr_at_1_max": 0.408345, "nauc_mrr_at_1_std": -0.058758, "nauc_mrr_at_1_diff1": 0.701988, "nauc_mrr_at_3_max": 0.443918, "nauc_mrr_at_3_std": 0.002964, "nauc_mrr_at_3_diff1": 0.643373, "nauc_mrr_at_5_max": 0.445191, "nauc_mrr_at_5_std": 0.011634, "nauc_mrr_at_5_diff1": 0.643954, "nauc_mrr_at_10_max": 0.447962, "nauc_mrr_at_10_std": 0.01398, "nauc_mrr_at_10_diff1": 0.643392, "nauc_mrr_at_20_max": 0.452749, "nauc_mrr_at_20_std": 0.015703, "nauc_mrr_at_20_diff1": 0.64665, "nauc_mrr_at_100_max": 0.451253, "nauc_mrr_at_100_std": 0.014943, "nauc_mrr_at_100_diff1": 0.646994, "nauc_mrr_at_1000_max": 0.450762, "nauc_mrr_at_1000_std": 0.014281, "nauc_mrr_at_1000_diff1": 0.647025, "cv_recall_at_1": 0.51333, "cv_recall_at_3": 0.68667, "cv_recall_at_5": 0.74333, "cv_recall_at_10": 0.79, "cv_recall_at_20": 0.84, "cv_recall_at_100": 0.91333, "cv_recall_at_1000": 0.99333, "main_score": 0.64872, "hf_subset": "default", "languages": ["eng-Latn"]}]}, "evaluation_time": 6.989617109298706, "kg_co2_emissions": null}

results/geoffsee__auto-g-embed-st/3e0bf6004ec386dea06d55dda4efe38fd96b5f7b/model_meta.json

@@ -0,0 +1 @@
+{"loader_kwargs": {}, "name": "geoffsee/auto-g-embed-st", "revision": "3e0bf6004ec386dea06d55dda4efe38fd96b5f7b", "release_date": "2026-02-08", "languages": null, "n_parameters": null, "n_active_parameters_override": null, "n_embedding_parameters": 11720448, "memory_usage_mb": null, "max_tokens": 256, "embed_dim": 384, "license": "mit", "open_weights": true, "public_training_code": null, "public_training_data": null, "framework": ["PyTorch", "Sentence Transformers"], "reference": "https://huggingface.co/geoffsee/auto-g-embed-st", "similarity_fn_name": "cosine", "use_instructions": null, "training_datasets": null, "adapted_from": null, "superseded_by": null, "modalities": ["text"], "model_type": ["dense"], "citation": null, "contacts": null, "loader": "sentence_transformers_loader", "is_cross_encoder": false}