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": "ad9991cb51e31e31e430383c75ffb2885547b5f0", | |
| "task_name": "CQADupstackEnglishRetrieval", | |
| "mteb_version": "2.10.12", | |
| "scores": { | |
| "test": [ | |
| { | |
| "ndcg_at_1": 0.15541, | |
| "ndcg_at_3": 0.17117, | |
| "ndcg_at_5": 0.184, | |
| "ndcg_at_10": 0.19824, | |
| "ndcg_at_20": 0.2098, | |
| "ndcg_at_100": 0.23209, | |
| "ndcg_at_1000": 0.2615, | |
| "map_at_1": 0.1213, | |
| "map_at_3": 0.14994, | |
| "map_at_5": 0.15878, | |
| "map_at_10": 0.16559, | |
| "map_at_20": 0.16941, | |
| "map_at_100": 0.17291, | |
| "map_at_1000": 0.17405, | |
| "recall_at_1": 0.1213, | |
| "recall_at_3": 0.181, | |
| "recall_at_5": 0.21512, | |
| "recall_at_10": 0.2589, | |
| "recall_at_20": 0.30168, | |
| "recall_at_100": 0.40954, | |
| "recall_at_1000": 0.61684, | |
| "accuracy": 0.1213, | |
| "precision_at_1": 0.15541, | |
| "precision_at_3": 0.08259, | |
| "precision_at_5": 0.06038, | |
| "precision_at_10": 0.03822, | |
| "precision_at_20": 0.02328, | |
| "precision_at_100": 0.00694, | |
| "precision_at_1000": 0.00119, | |
| "mrr_at_1": 0.155414, | |
| "mrr_at_3": 0.18673, | |
| "mrr_at_5": 0.195902, | |
| "mrr_at_10": 0.202599, | |
| "mrr_at_20": 0.206189, | |
| "mrr_at_100": 0.208986, | |
| "mrr_at_1000": 0.209771, | |
| "nauc_ndcg_at_1_max": 0.195123, | |
| "nauc_ndcg_at_1_std": 0.038382, | |
| "nauc_ndcg_at_1_diff1": 0.445102, | |
| "nauc_ndcg_at_3_max": 0.166586, | |
| "nauc_ndcg_at_3_std": 0.044121, | |
| "nauc_ndcg_at_3_diff1": 0.406788, | |
| "nauc_ndcg_at_5_max": 0.159946, | |
| "nauc_ndcg_at_5_std": 0.049405, | |
| "nauc_ndcg_at_5_diff1": 0.39172, | |
| "nauc_ndcg_at_10_max": 0.152806, | |
| "nauc_ndcg_at_10_std": 0.063562, | |
| "nauc_ndcg_at_10_diff1": 0.377718, | |
| "nauc_ndcg_at_20_max": 0.148911, | |
| "nauc_ndcg_at_20_std": 0.074106, | |
| "nauc_ndcg_at_20_diff1": 0.367546, | |
| "nauc_ndcg_at_100_max": 0.153238, | |
| "nauc_ndcg_at_100_std": 0.090583, | |
| "nauc_ndcg_at_100_diff1": 0.366295, | |
| "nauc_ndcg_at_1000_max": 0.157625, | |
| "nauc_ndcg_at_1000_std": 0.102018, | |
| "nauc_ndcg_at_1000_diff1": 0.364599, | |
| "nauc_map_at_1_max": 0.187378, | |
| "nauc_map_at_1_std": 0.026564, | |
| "nauc_map_at_1_diff1": 0.468802, | |
| "nauc_map_at_3_max": 0.172059, | |
| "nauc_map_at_3_std": 0.033254, | |
| "nauc_map_at_3_diff1": 0.427237, | |
| "nauc_map_at_5_max": 0.167614, | |
| "nauc_map_at_5_std": 0.039833, | |
| "nauc_map_at_5_diff1": 0.415822, | |
| "nauc_map_at_10_max": 0.165745, | |
| "nauc_map_at_10_std": 0.049076, | |
| "nauc_map_at_10_diff1": 0.407507, | |
| "nauc_map_at_20_max": 0.1652, | |
| "nauc_map_at_20_std": 0.054117, | |
| "nauc_map_at_20_diff1": 0.403296, | |
| "nauc_map_at_100_max": 0.16542, | |
| "nauc_map_at_100_std": 0.057323, | |
| "nauc_map_at_100_diff1": 0.402134, | |
| "nauc_map_at_1000_max": 0.165638, | |
| "nauc_map_at_1000_std": 0.058157, | |
| "nauc_map_at_1000_diff1": 0.401782, | |
| "nauc_recall_at_1_max": 0.187378, | |
| "nauc_recall_at_1_std": 0.026564, | |
| "nauc_recall_at_1_diff1": 0.468802, | |
| "nauc_recall_at_3_max": 0.14534, | |
| "nauc_recall_at_3_std": 0.037792, | |
| "nauc_recall_at_3_diff1": 0.390695, | |
| "nauc_recall_at_5_max": 0.127747, | |
| "nauc_recall_at_5_std": 0.048975, | |
| "nauc_recall_at_5_diff1": 0.346998, | |
| "nauc_recall_at_10_max": 0.112594, | |
| "nauc_recall_at_10_std": 0.08543, | |
| "nauc_recall_at_10_diff1": 0.308944, | |
| "nauc_recall_at_20_max": 0.099463, | |
| "nauc_recall_at_20_std": 0.112498, | |
| "nauc_recall_at_20_diff1": 0.275566, | |
| "nauc_recall_at_100_max": 0.120063, | |
| "nauc_recall_at_100_std": 0.166315, | |
| "nauc_recall_at_100_diff1": 0.274569, | |
| "nauc_recall_at_1000_max": 0.131686, | |
| "nauc_recall_at_1000_std": 0.227781, | |
| "nauc_recall_at_1000_diff1": 0.253972, | |
| "nauc_precision_at_1_max": 0.195123, | |
| "nauc_precision_at_1_std": 0.038382, | |
| "nauc_precision_at_1_diff1": 0.445102, | |
| "nauc_precision_at_3_max": 0.169315, | |
| "nauc_precision_at_3_std": 0.074688, | |
| "nauc_precision_at_3_diff1": 0.338806, | |
| "nauc_precision_at_5_max": 0.158105, | |
| "nauc_precision_at_5_std": 0.095622, | |
| "nauc_precision_at_5_diff1": 0.294577, | |
| "nauc_precision_at_10_max": 0.150364, | |
| "nauc_precision_at_10_std": 0.132855, | |
| "nauc_precision_at_10_diff1": 0.243428, | |
| "nauc_precision_at_20_max": 0.145514, | |
| "nauc_precision_at_20_std": 0.170178, | |
| "nauc_precision_at_20_diff1": 0.196139, | |
| "nauc_precision_at_100_max": 0.132973, | |
| "nauc_precision_at_100_std": 0.209984, | |
| "nauc_precision_at_100_diff1": 0.128863, | |
| "nauc_precision_at_1000_max": 0.127605, | |
| "nauc_precision_at_1000_std": 0.224395, | |
| "nauc_precision_at_1000_diff1": 0.025289, | |
| "nauc_mrr_at_1_max": 0.195123, | |
| "nauc_mrr_at_1_std": 0.038382, | |
| "nauc_mrr_at_1_diff1": 0.445102, | |
| "nauc_mrr_at_3_max": 0.167737, | |
| "nauc_mrr_at_3_std": 0.045563, | |
| "nauc_mrr_at_3_diff1": 0.406255, | |
| "nauc_mrr_at_5_max": 0.165352, | |
| "nauc_mrr_at_5_std": 0.048412, | |
| "nauc_mrr_at_5_diff1": 0.398228, | |
| "nauc_mrr_at_10_max": 0.160695, | |
| "nauc_mrr_at_10_std": 0.052171, | |
| "nauc_mrr_at_10_diff1": 0.391532, | |
| "nauc_mrr_at_20_max": 0.15996, | |
| "nauc_mrr_at_20_std": 0.055153, | |
| "nauc_mrr_at_20_diff1": 0.388486, | |
| "nauc_mrr_at_100_max": 0.160708, | |
| "nauc_mrr_at_100_std": 0.057743, | |
| "nauc_mrr_at_100_diff1": 0.38863, | |
| "nauc_mrr_at_1000_max": 0.160638, | |
| "nauc_mrr_at_1000_std": 0.057739, | |
| "nauc_mrr_at_1000_diff1": 0.388626, | |
| "hit_rate_at_1": 0.15541, | |
| "hit_rate_at_3": 0.22803, | |
| "hit_rate_at_5": 0.26815, | |
| "hit_rate_at_10": 0.31847, | |
| "hit_rate_at_20": 0.36879, | |
| "hit_rate_at_100": 0.48408, | |
| "hit_rate_at_1000": 0.69236, | |
| "main_score": 0.19824, | |
| "hf_subset": "default", | |
| "languages": [ | |
| "eng-Latn" | |
| ] | |
| } | |
| ] | |
| }, | |
| "evaluation_time": 50.95594382286072, | |
| "kg_co2_emissions": null, | |
| "date": null | |
| } |