Sentence Similarity
ONNX
Safetensors
English
ogma
embeddings
dense-retrieval
matryoshka
rag
agents
mteb
semantic-search
text-embeddings
text-embedding
vector-search
document-retrieval
similarity-search
classification
clustering
edge-ai
on-device
local-inference
efficient-ai
rag-retrieval
custom_code
Eval Results (legacy)
| { | |
| "dataset_revision": "b774495ed302d8c44a3a7ea25c90dbce03968f31", | |
| "task_name": "NQ", | |
| "mteb_version": "2.10.7", | |
| "scores": { | |
| "test": [ | |
| { | |
| "ndcg_at_1": 0.21118, | |
| "ndcg_at_3": 0.27942, | |
| "ndcg_at_5": 0.31026, | |
| "ndcg_at_10": 0.3393, | |
| "ndcg_at_20": 0.36381, | |
| "ndcg_at_100": 0.39738, | |
| "ndcg_at_1000": 0.41611, | |
| "map_at_1": 0.18451, | |
| "map_at_3": 0.25175, | |
| "map_at_5": 0.26956, | |
| "map_at_10": 0.28255, | |
| "map_at_20": 0.28999, | |
| "map_at_100": 0.29503, | |
| "map_at_1000": 0.29575, | |
| "recall_at_1": 0.18451, | |
| "recall_at_3": 0.33157, | |
| "recall_at_5": 0.40346, | |
| "recall_at_10": 0.48795, | |
| "recall_at_20": 0.57918, | |
| "recall_at_100": 0.75135, | |
| "recall_at_1000": 0.89424, | |
| "accuracy": 0.18451, | |
| "precision_at_1": 0.21118, | |
| "precision_at_3": 0.12852, | |
| "precision_at_5": 0.09421, | |
| "precision_at_10": 0.05771, | |
| "precision_at_20": 0.03457, | |
| "precision_at_100": 0.00906, | |
| "precision_at_1000": 0.00108, | |
| "mrr_at_1": 0.211182, | |
| "mrr_at_3": 0.280562, | |
| "mrr_at_5": 0.297451, | |
| "mrr_at_10": 0.308598, | |
| "mrr_at_20": 0.314703, | |
| "mrr_at_100": 0.318792, | |
| "mrr_at_1000": 0.319378, | |
| "nauc_ndcg_at_1_max": 0.227658, | |
| "nauc_ndcg_at_1_std": 0.042089, | |
| "nauc_ndcg_at_1_diff1": 0.334397, | |
| "nauc_ndcg_at_3_max": 0.233831, | |
| "nauc_ndcg_at_3_std": 0.047104, | |
| "nauc_ndcg_at_3_diff1": 0.280007, | |
| "nauc_ndcg_at_5_max": 0.247242, | |
| "nauc_ndcg_at_5_std": 0.05021, | |
| "nauc_ndcg_at_5_diff1": 0.279189, | |
| "nauc_ndcg_at_10_max": 0.261999, | |
| "nauc_ndcg_at_10_std": 0.06917, | |
| "nauc_ndcg_at_10_diff1": 0.270863, | |
| "nauc_ndcg_at_20_max": 0.273322, | |
| "nauc_ndcg_at_20_std": 0.0828, | |
| "nauc_ndcg_at_20_diff1": 0.270226, | |
| "nauc_ndcg_at_100_max": 0.281507, | |
| "nauc_ndcg_at_100_std": 0.102193, | |
| "nauc_ndcg_at_100_diff1": 0.268713, | |
| "nauc_ndcg_at_1000_max": 0.278689, | |
| "nauc_ndcg_at_1000_std": 0.098306, | |
| "nauc_ndcg_at_1000_diff1": 0.271378, | |
| "nauc_map_at_1_max": 0.206711, | |
| "nauc_map_at_1_std": 0.02038, | |
| "nauc_map_at_1_diff1": 0.335062, | |
| "nauc_map_at_3_max": 0.226581, | |
| "nauc_map_at_3_std": 0.037068, | |
| "nauc_map_at_3_diff1": 0.291937, | |
| "nauc_map_at_5_max": 0.235828, | |
| "nauc_map_at_5_std": 0.039344, | |
| "nauc_map_at_5_diff1": 0.291742, | |
| "nauc_map_at_10_max": 0.243334, | |
| "nauc_map_at_10_std": 0.04915, | |
| "nauc_map_at_10_diff1": 0.287985, | |
| "nauc_map_at_20_max": 0.247297, | |
| "nauc_map_at_20_std": 0.053609, | |
| "nauc_map_at_20_diff1": 0.287867, | |
| "nauc_map_at_100_max": 0.24853, | |
| "nauc_map_at_100_std": 0.056405, | |
| "nauc_map_at_100_diff1": 0.287758, | |
| "nauc_map_at_1000_max": 0.248418, | |
| "nauc_map_at_1000_std": 0.056289, | |
| "nauc_map_at_1000_diff1": 0.287838, | |
| "nauc_recall_at_1_max": 0.206711, | |
| "nauc_recall_at_1_std": 0.02038, | |
| "nauc_recall_at_1_diff1": 0.335062, | |
| "nauc_recall_at_3_max": 0.228506, | |
| "nauc_recall_at_3_std": 0.05318, | |
| "nauc_recall_at_3_diff1": 0.236679, | |
| "nauc_recall_at_5_max": 0.256474, | |
| "nauc_recall_at_5_std": 0.058588, | |
| "nauc_recall_at_5_diff1": 0.236771, | |
| "nauc_recall_at_10_max": 0.294287, | |
| "nauc_recall_at_10_std": 0.106912, | |
| "nauc_recall_at_10_diff1": 0.213575, | |
| "nauc_recall_at_20_max": 0.337796, | |
| "nauc_recall_at_20_std": 0.157417, | |
| "nauc_recall_at_20_diff1": 0.210217, | |
| "nauc_recall_at_100_max": 0.42019, | |
| "nauc_recall_at_100_std": 0.318116, | |
| "nauc_recall_at_100_diff1": 0.17753, | |
| "nauc_recall_at_1000_max": 0.522955, | |
| "nauc_recall_at_1000_std": 0.4669, | |
| "nauc_recall_at_1000_diff1": 0.152906, | |
| "nauc_precision_at_1_max": 0.227658, | |
| "nauc_precision_at_1_std": 0.042089, | |
| "nauc_precision_at_1_diff1": 0.334397, | |
| "nauc_precision_at_3_max": 0.265897, | |
| "nauc_precision_at_3_std": 0.081893, | |
| "nauc_precision_at_3_diff1": 0.247919, | |
| "nauc_precision_at_5_max": 0.288929, | |
| "nauc_precision_at_5_std": 0.090039, | |
| "nauc_precision_at_5_diff1": 0.240097, | |
| "nauc_precision_at_10_max": 0.314827, | |
| "nauc_precision_at_10_std": 0.145096, | |
| "nauc_precision_at_10_diff1": 0.200927, | |
| "nauc_precision_at_20_max": 0.331121, | |
| "nauc_precision_at_20_std": 0.187749, | |
| "nauc_precision_at_20_diff1": 0.171022, | |
| "nauc_precision_at_100_max": 0.319739, | |
| "nauc_precision_at_100_std": 0.275434, | |
| "nauc_precision_at_100_diff1": 0.100659, | |
| "nauc_precision_at_1000_max": 0.254236, | |
| "nauc_precision_at_1000_std": 0.262596, | |
| "nauc_precision_at_1000_diff1": 0.031093, | |
| "nauc_mrr_at_1_max": 0.227658, | |
| "nauc_mrr_at_1_std": 0.042089, | |
| "nauc_mrr_at_1_diff1": 0.334397, | |
| "nauc_mrr_at_3_max": 0.241555, | |
| "nauc_mrr_at_3_std": 0.057749, | |
| "nauc_mrr_at_3_diff1": 0.292952, | |
| "nauc_mrr_at_5_max": 0.246783, | |
| "nauc_mrr_at_5_std": 0.058835, | |
| "nauc_mrr_at_5_diff1": 0.291366, | |
| "nauc_mrr_at_10_max": 0.251387, | |
| "nauc_mrr_at_10_std": 0.06434, | |
| "nauc_mrr_at_10_diff1": 0.288275, | |
| "nauc_mrr_at_20_max": 0.253639, | |
| "nauc_mrr_at_20_std": 0.067249, | |
| "nauc_mrr_at_20_diff1": 0.288323, | |
| "nauc_mrr_at_100_max": 0.254222, | |
| "nauc_mrr_at_100_std": 0.06871, | |
| "nauc_mrr_at_100_diff1": 0.288576, | |
| "nauc_mrr_at_1000_max": 0.254156, | |
| "nauc_mrr_at_1000_std": 0.068587, | |
| "nauc_mrr_at_1000_diff1": 0.288706, | |
| "hit_rate_at_1": 0.21118, | |
| "hit_rate_at_3": 0.36993, | |
| "hit_rate_at_5": 0.4438, | |
| "hit_rate_at_10": 0.52636, | |
| "hit_rate_at_20": 0.61327, | |
| "hit_rate_at_100": 0.77375, | |
| "hit_rate_at_1000": 0.9073, | |
| "main_score": 0.3393, | |
| "hf_subset": "default", | |
| "languages": [ | |
| "eng-Latn" | |
| ] | |
| } | |
| ] | |
| }, | |
| "evaluation_time": 2799.932240962982, | |
| "kg_co2_emissions": null, | |
| "date": null | |
| } |