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": "6184bc1440d2dbc7612be22b50686b8826d22b32", | |
| "task_name": "CQADupstackProgrammersRetrieval", | |
| "mteb_version": "2.10.12", | |
| "scores": { | |
| "test": [ | |
| { | |
| "ndcg_at_1": 0.17123, | |
| "ndcg_at_3": 0.20564, | |
| "ndcg_at_5": 0.223, | |
| "ndcg_at_10": 0.24329, | |
| "ndcg_at_20": 0.2617, | |
| "ndcg_at_100": 0.29386, | |
| "ndcg_at_1000": 0.32936, | |
| "map_at_1": 0.13695, | |
| "map_at_3": 0.18082, | |
| "map_at_5": 0.19216, | |
| "map_at_10": 0.20111, | |
| "map_at_20": 0.20666, | |
| "map_at_100": 0.21144, | |
| "map_at_1000": 0.21283, | |
| "recall_at_1": 0.13695, | |
| "recall_at_3": 0.22597, | |
| "recall_at_5": 0.27226, | |
| "recall_at_10": 0.33283, | |
| "recall_at_20": 0.39844, | |
| "recall_at_100": 0.55443, | |
| "recall_at_1000": 0.81224, | |
| "accuracy": 0.13695, | |
| "precision_at_1": 0.17123, | |
| "precision_at_3": 0.10008, | |
| "precision_at_5": 0.07306, | |
| "precision_at_10": 0.04612, | |
| "precision_at_20": 0.02848, | |
| "precision_at_100": 0.00853, | |
| "precision_at_1000": 0.00132, | |
| "mrr_at_1": 0.171233, | |
| "mrr_at_3": 0.22032, | |
| "mrr_at_5": 0.23242, | |
| "mrr_at_10": 0.241276, | |
| "mrr_at_20": 0.246273, | |
| "mrr_at_100": 0.249915, | |
| "mrr_at_1000": 0.250883, | |
| "nauc_ndcg_at_1_max": 0.297837, | |
| "nauc_ndcg_at_1_std": 0.050543, | |
| "nauc_ndcg_at_1_diff1": 0.436876, | |
| "nauc_ndcg_at_3_max": 0.252802, | |
| "nauc_ndcg_at_3_std": 0.06258, | |
| "nauc_ndcg_at_3_diff1": 0.374362, | |
| "nauc_ndcg_at_5_max": 0.254951, | |
| "nauc_ndcg_at_5_std": 0.069593, | |
| "nauc_ndcg_at_5_diff1": 0.372934, | |
| "nauc_ndcg_at_10_max": 0.260979, | |
| "nauc_ndcg_at_10_std": 0.079412, | |
| "nauc_ndcg_at_10_diff1": 0.368212, | |
| "nauc_ndcg_at_20_max": 0.267407, | |
| "nauc_ndcg_at_20_std": 0.084276, | |
| "nauc_ndcg_at_20_diff1": 0.355256, | |
| "nauc_ndcg_at_100_max": 0.284182, | |
| "nauc_ndcg_at_100_std": 0.121671, | |
| "nauc_ndcg_at_100_diff1": 0.3371, | |
| "nauc_ndcg_at_1000_max": 0.290727, | |
| "nauc_ndcg_at_1000_std": 0.132371, | |
| "nauc_ndcg_at_1000_diff1": 0.344108, | |
| "nauc_map_at_1_max": 0.259783, | |
| "nauc_map_at_1_std": 0.028129, | |
| "nauc_map_at_1_diff1": 0.465984, | |
| "nauc_map_at_3_max": 0.249202, | |
| "nauc_map_at_3_std": 0.054965, | |
| "nauc_map_at_3_diff1": 0.400199, | |
| "nauc_map_at_5_max": 0.252626, | |
| "nauc_map_at_5_std": 0.05979, | |
| "nauc_map_at_5_diff1": 0.397735, | |
| "nauc_map_at_10_max": 0.256813, | |
| "nauc_map_at_10_std": 0.06531, | |
| "nauc_map_at_10_diff1": 0.394459, | |
| "nauc_map_at_20_max": 0.259883, | |
| "nauc_map_at_20_std": 0.066747, | |
| "nauc_map_at_20_diff1": 0.390146, | |
| "nauc_map_at_100_max": 0.263054, | |
| "nauc_map_at_100_std": 0.073393, | |
| "nauc_map_at_100_diff1": 0.387143, | |
| "nauc_map_at_1000_max": 0.263528, | |
| "nauc_map_at_1000_std": 0.074184, | |
| "nauc_map_at_1000_diff1": 0.38713, | |
| "nauc_recall_at_1_max": 0.259783, | |
| "nauc_recall_at_1_std": 0.028129, | |
| "nauc_recall_at_1_diff1": 0.465984, | |
| "nauc_recall_at_3_max": 0.225685, | |
| "nauc_recall_at_3_std": 0.070156, | |
| "nauc_recall_at_3_diff1": 0.338033, | |
| "nauc_recall_at_5_max": 0.234934, | |
| "nauc_recall_at_5_std": 0.083898, | |
| "nauc_recall_at_5_diff1": 0.324011, | |
| "nauc_recall_at_10_max": 0.244585, | |
| "nauc_recall_at_10_std": 0.108694, | |
| "nauc_recall_at_10_diff1": 0.303497, | |
| "nauc_recall_at_20_max": 0.257007, | |
| "nauc_recall_at_20_std": 0.121982, | |
| "nauc_recall_at_20_diff1": 0.266772, | |
| "nauc_recall_at_100_max": 0.317556, | |
| "nauc_recall_at_100_std": 0.277659, | |
| "nauc_recall_at_100_diff1": 0.181336, | |
| "nauc_recall_at_1000_max": 0.439803, | |
| "nauc_recall_at_1000_std": 0.520536, | |
| "nauc_recall_at_1000_diff1": 0.163722, | |
| "nauc_precision_at_1_max": 0.297837, | |
| "nauc_precision_at_1_std": 0.050543, | |
| "nauc_precision_at_1_diff1": 0.436876, | |
| "nauc_precision_at_3_max": 0.264821, | |
| "nauc_precision_at_3_std": 0.099565, | |
| "nauc_precision_at_3_diff1": 0.30401, | |
| "nauc_precision_at_5_max": 0.272477, | |
| "nauc_precision_at_5_std": 0.113092, | |
| "nauc_precision_at_5_diff1": 0.297559, | |
| "nauc_precision_at_10_max": 0.28837, | |
| "nauc_precision_at_10_std": 0.127413, | |
| "nauc_precision_at_10_diff1": 0.250093, | |
| "nauc_precision_at_20_max": 0.297813, | |
| "nauc_precision_at_20_std": 0.137803, | |
| "nauc_precision_at_20_diff1": 0.183561, | |
| "nauc_precision_at_100_max": 0.268929, | |
| "nauc_precision_at_100_std": 0.198684, | |
| "nauc_precision_at_100_diff1": 0.043035, | |
| "nauc_precision_at_1000_max": 0.132982, | |
| "nauc_precision_at_1000_std": 0.148289, | |
| "nauc_precision_at_1000_diff1": -0.064595, | |
| "nauc_mrr_at_1_max": 0.297837, | |
| "nauc_mrr_at_1_std": 0.050543, | |
| "nauc_mrr_at_1_diff1": 0.436876, | |
| "nauc_mrr_at_3_max": 0.266739, | |
| "nauc_mrr_at_3_std": 0.058922, | |
| "nauc_mrr_at_3_diff1": 0.374443, | |
| "nauc_mrr_at_5_max": 0.267419, | |
| "nauc_mrr_at_5_std": 0.062022, | |
| "nauc_mrr_at_5_diff1": 0.371348, | |
| "nauc_mrr_at_10_max": 0.270051, | |
| "nauc_mrr_at_10_std": 0.065013, | |
| "nauc_mrr_at_10_diff1": 0.3702, | |
| "nauc_mrr_at_20_max": 0.270384, | |
| "nauc_mrr_at_20_std": 0.066474, | |
| "nauc_mrr_at_20_diff1": 0.366143, | |
| "nauc_mrr_at_100_max": 0.272236, | |
| "nauc_mrr_at_100_std": 0.071285, | |
| "nauc_mrr_at_100_diff1": 0.364096, | |
| "nauc_mrr_at_1000_max": 0.272188, | |
| "nauc_mrr_at_1000_std": 0.071368, | |
| "nauc_mrr_at_1000_diff1": 0.3645, | |
| "hit_rate_at_1": 0.17123, | |
| "hit_rate_at_3": 0.27854, | |
| "hit_rate_at_5": 0.33105, | |
| "hit_rate_at_10": 0.40068, | |
| "hit_rate_at_20": 0.47374, | |
| "hit_rate_at_100": 0.62329, | |
| "hit_rate_at_1000": 0.85959, | |
| "main_score": 0.24329, | |
| "hf_subset": "default", | |
| "languages": [ | |
| "eng-Latn" | |
| ] | |
| } | |
| ] | |
| }, | |
| "evaluation_time": 42.90849280357361, | |
| "kg_co2_emissions": null, | |
| "date": null | |
| } |