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": "c0f706b76e590d620bd6618b3ca8efdd34e2d659", | |
| "task_name": "DBPedia", | |
| "mteb_version": "2.10.7", | |
| "scores": { | |
| "test": [ | |
| { | |
| "ndcg_at_1": 0.52375, | |
| "ndcg_at_3": 0.42295, | |
| "ndcg_at_5": 0.39132, | |
| "ndcg_at_10": 0.36321, | |
| "ndcg_at_20": 0.35645, | |
| "ndcg_at_100": 0.39374, | |
| "ndcg_at_1000": 0.46294, | |
| "map_at_1": 0.08318, | |
| "map_at_3": 0.12425, | |
| "map_at_5": 0.14232, | |
| "map_at_10": 0.16492, | |
| "map_at_20": 0.18852, | |
| "map_at_100": 0.22322, | |
| "map_at_1000": 0.23796, | |
| "recall_at_1": 0.08318, | |
| "recall_at_3": 0.13521, | |
| "recall_at_5": 0.16385, | |
| "recall_at_10": 0.20657, | |
| "recall_at_20": 0.2686, | |
| "recall_at_100": 0.42316, | |
| "recall_at_1000": 0.6542, | |
| "accuracy": 0.08318, | |
| "precision_at_1": 0.64, | |
| "precision_at_3": 0.45, | |
| "precision_at_5": 0.374, | |
| "precision_at_10": 0.28025, | |
| "precision_at_20": 0.212, | |
| "precision_at_100": 0.08922, | |
| "precision_at_1000": 0.01898, | |
| "mrr_at_1": 0.64, | |
| "mrr_at_3": 0.702917, | |
| "mrr_at_5": 0.710792, | |
| "mrr_at_10": 0.715509, | |
| "mrr_at_20": 0.718732, | |
| "mrr_at_100": 0.719758, | |
| "mrr_at_1000": 0.719917, | |
| "nauc_ndcg_at_1_max": 0.396345, | |
| "nauc_ndcg_at_1_std": 0.215978, | |
| "nauc_ndcg_at_1_diff1": 0.418898, | |
| "nauc_ndcg_at_3_max": 0.402449, | |
| "nauc_ndcg_at_3_std": 0.291379, | |
| "nauc_ndcg_at_3_diff1": 0.328256, | |
| "nauc_ndcg_at_5_max": 0.419725, | |
| "nauc_ndcg_at_5_std": 0.313651, | |
| "nauc_ndcg_at_5_diff1": 0.303062, | |
| "nauc_ndcg_at_10_max": 0.407395, | |
| "nauc_ndcg_at_10_std": 0.32899, | |
| "nauc_ndcg_at_10_diff1": 0.297736, | |
| "nauc_ndcg_at_20_max": 0.397298, | |
| "nauc_ndcg_at_20_std": 0.330641, | |
| "nauc_ndcg_at_20_diff1": 0.307387, | |
| "nauc_ndcg_at_100_max": 0.429779, | |
| "nauc_ndcg_at_100_std": 0.394533, | |
| "nauc_ndcg_at_100_diff1": 0.299408, | |
| "nauc_ndcg_at_1000_max": 0.467477, | |
| "nauc_ndcg_at_1000_std": 0.458531, | |
| "nauc_ndcg_at_1000_diff1": 0.270737, | |
| "nauc_map_at_1_max": 0.074408, | |
| "nauc_map_at_1_std": -0.081985, | |
| "nauc_map_at_1_diff1": 0.534275, | |
| "nauc_map_at_3_max": 0.110116, | |
| "nauc_map_at_3_std": -0.027696, | |
| "nauc_map_at_3_diff1": 0.475113, | |
| "nauc_map_at_5_max": 0.150132, | |
| "nauc_map_at_5_std": 0.024017, | |
| "nauc_map_at_5_diff1": 0.425374, | |
| "nauc_map_at_10_max": 0.191633, | |
| "nauc_map_at_10_std": 0.103971, | |
| "nauc_map_at_10_diff1": 0.373191, | |
| "nauc_map_at_20_max": 0.244923, | |
| "nauc_map_at_20_std": 0.183035, | |
| "nauc_map_at_20_diff1": 0.335678, | |
| "nauc_map_at_100_max": 0.31194, | |
| "nauc_map_at_100_std": 0.307782, | |
| "nauc_map_at_100_diff1": 0.2882, | |
| "nauc_map_at_1000_max": 0.325713, | |
| "nauc_map_at_1000_std": 0.335612, | |
| "nauc_map_at_1000_diff1": 0.272904, | |
| "nauc_recall_at_1_max": 0.074408, | |
| "nauc_recall_at_1_std": -0.081985, | |
| "nauc_recall_at_1_diff1": 0.534275, | |
| "nauc_recall_at_3_max": 0.083943, | |
| "nauc_recall_at_3_std": -0.024473, | |
| "nauc_recall_at_3_diff1": 0.433208, | |
| "nauc_recall_at_5_max": 0.120595, | |
| "nauc_recall_at_5_std": 0.025828, | |
| "nauc_recall_at_5_diff1": 0.356409, | |
| "nauc_recall_at_10_max": 0.180242, | |
| "nauc_recall_at_10_std": 0.12402, | |
| "nauc_recall_at_10_diff1": 0.298175, | |
| "nauc_recall_at_20_max": 0.229174, | |
| "nauc_recall_at_20_std": 0.201622, | |
| "nauc_recall_at_20_diff1": 0.246315, | |
| "nauc_recall_at_100_max": 0.360152, | |
| "nauc_recall_at_100_std": 0.427468, | |
| "nauc_recall_at_100_diff1": 0.181991, | |
| "nauc_recall_at_1000_max": 0.381268, | |
| "nauc_recall_at_1000_std": 0.519384, | |
| "nauc_recall_at_1000_diff1": 0.083461, | |
| "nauc_precision_at_1_max": 0.518202, | |
| "nauc_precision_at_1_std": 0.270924, | |
| "nauc_precision_at_1_diff1": 0.465657, | |
| "nauc_precision_at_3_max": 0.438625, | |
| "nauc_precision_at_3_std": 0.38575, | |
| "nauc_precision_at_3_diff1": 0.113674, | |
| "nauc_precision_at_5_max": 0.446871, | |
| "nauc_precision_at_5_std": 0.439663, | |
| "nauc_precision_at_5_diff1": -0.007433, | |
| "nauc_precision_at_10_max": 0.421686, | |
| "nauc_precision_at_10_std": 0.495747, | |
| "nauc_precision_at_10_diff1": -0.091661, | |
| "nauc_precision_at_20_max": 0.408199, | |
| "nauc_precision_at_20_std": 0.511673, | |
| "nauc_precision_at_20_diff1": -0.133374, | |
| "nauc_precision_at_100_max": 0.307229, | |
| "nauc_precision_at_100_std": 0.479434, | |
| "nauc_precision_at_100_diff1": -0.178404, | |
| "nauc_precision_at_1000_max": 0.075643, | |
| "nauc_precision_at_1000_std": 0.167266, | |
| "nauc_precision_at_1000_diff1": -0.252182, | |
| "nauc_mrr_at_1_max": 0.518202, | |
| "nauc_mrr_at_1_std": 0.270924, | |
| "nauc_mrr_at_1_diff1": 0.465657, | |
| "nauc_mrr_at_3_max": 0.558503, | |
| "nauc_mrr_at_3_std": 0.343433, | |
| "nauc_mrr_at_3_diff1": 0.445504, | |
| "nauc_mrr_at_5_max": 0.568679, | |
| "nauc_mrr_at_5_std": 0.346367, | |
| "nauc_mrr_at_5_diff1": 0.444988, | |
| "nauc_mrr_at_10_max": 0.569613, | |
| "nauc_mrr_at_10_std": 0.349981, | |
| "nauc_mrr_at_10_diff1": 0.44308, | |
| "nauc_mrr_at_20_max": 0.567014, | |
| "nauc_mrr_at_20_std": 0.346014, | |
| "nauc_mrr_at_20_diff1": 0.441504, | |
| "nauc_mrr_at_100_max": 0.567072, | |
| "nauc_mrr_at_100_std": 0.346064, | |
| "nauc_mrr_at_100_diff1": 0.441791, | |
| "nauc_mrr_at_1000_max": 0.56689, | |
| "nauc_mrr_at_1000_std": 0.345785, | |
| "nauc_mrr_at_1000_diff1": 0.441806, | |
| "hit_rate_at_1": 0.64, | |
| "hit_rate_at_3": 0.78, | |
| "hit_rate_at_5": 0.815, | |
| "hit_rate_at_10": 0.85, | |
| "hit_rate_at_20": 0.895, | |
| "hit_rate_at_100": 0.94, | |
| "hit_rate_at_1000": 0.9775, | |
| "main_score": 0.36321, | |
| "hf_subset": "default", | |
| "languages": [ | |
| "eng-Latn" | |
| ] | |
| } | |
| ] | |
| }, | |
| "evaluation_time": 28168.432690382004, | |
| "kg_co2_emissions": null, | |
| "date": null | |
| } |