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": "c5a29a104738b98a9e76336939199e264163d4a0", | |
| "task_name": "MSMARCO", | |
| "mteb_version": "2.10.7", | |
| "scores": { | |
| "dev": [ | |
| { | |
| "ndcg_at_1": 0.13625, | |
| "ndcg_at_3": 0.2019, | |
| "ndcg_at_5": 0.22864, | |
| "ndcg_at_10": 0.25726, | |
| "ndcg_at_20": 0.27919, | |
| "ndcg_at_100": 0.31389, | |
| "ndcg_at_1000": 0.33934, | |
| "map_at_1": 0.13321, | |
| "map_at_3": 0.18416, | |
| "map_at_5": 0.19895, | |
| "map_at_10": 0.2109, | |
| "map_at_20": 0.21701, | |
| "map_at_100": 0.22177, | |
| "map_at_1000": 0.22267, | |
| "recall_at_1": 0.13321, | |
| "recall_at_3": 0.25008, | |
| "recall_at_5": 0.31439, | |
| "recall_at_10": 0.40142, | |
| "recall_at_20": 0.48681, | |
| "recall_at_100": 0.67248, | |
| "recall_at_1000": 0.87366, | |
| "accuracy": 0.13321, | |
| "precision_at_1": 0.13625, | |
| "precision_at_3": 0.08567, | |
| "precision_at_5": 0.0649, | |
| "precision_at_10": 0.0417, | |
| "precision_at_20": 0.02534, | |
| "precision_at_100": 0.00706, | |
| "precision_at_1000": 0.00093, | |
| "mrr_at_1": 0.136246, | |
| "mrr_at_3": 0.187512, | |
| "mrr_at_5": 0.202627, | |
| "mrr_at_10": 0.214528, | |
| "mrr_at_20": 0.220597, | |
| "mrr_at_100": 0.225219, | |
| "mrr_at_1000": 0.226072, | |
| "nauc_ndcg_at_1_max": 0.093399, | |
| "nauc_ndcg_at_1_std": -0.08675, | |
| "nauc_ndcg_at_1_diff1": 0.383353, | |
| "nauc_ndcg_at_3_max": 0.082612, | |
| "nauc_ndcg_at_3_std": -0.094617, | |
| "nauc_ndcg_at_3_diff1": 0.318672, | |
| "nauc_ndcg_at_5_max": 0.087284, | |
| "nauc_ndcg_at_5_std": -0.087053, | |
| "nauc_ndcg_at_5_diff1": 0.307274, | |
| "nauc_ndcg_at_10_max": 0.098624, | |
| "nauc_ndcg_at_10_std": -0.071552, | |
| "nauc_ndcg_at_10_diff1": 0.295866, | |
| "nauc_ndcg_at_20_max": 0.104107, | |
| "nauc_ndcg_at_20_std": -0.056058, | |
| "nauc_ndcg_at_20_diff1": 0.294653, | |
| "nauc_ndcg_at_100_max": 0.118627, | |
| "nauc_ndcg_at_100_std": -0.022275, | |
| "nauc_ndcg_at_100_diff1": 0.29013, | |
| "nauc_ndcg_at_1000_max": 0.122129, | |
| "nauc_ndcg_at_1000_std": -0.020528, | |
| "nauc_ndcg_at_1000_diff1": 0.294577, | |
| "nauc_map_at_1_max": 0.092532, | |
| "nauc_map_at_1_std": -0.086836, | |
| "nauc_map_at_1_diff1": 0.383733, | |
| "nauc_map_at_3_max": 0.084415, | |
| "nauc_map_at_3_std": -0.093965, | |
| "nauc_map_at_3_diff1": 0.33129, | |
| "nauc_map_at_5_max": 0.086949, | |
| "nauc_map_at_5_std": -0.0898, | |
| "nauc_map_at_5_diff1": 0.324339, | |
| "nauc_map_at_10_max": 0.09202, | |
| "nauc_map_at_10_std": -0.082923, | |
| "nauc_map_at_10_diff1": 0.319518, | |
| "nauc_map_at_20_max": 0.093919, | |
| "nauc_map_at_20_std": -0.078417, | |
| "nauc_map_at_20_diff1": 0.319325, | |
| "nauc_map_at_100_max": 0.09599, | |
| "nauc_map_at_100_std": -0.073679, | |
| "nauc_map_at_100_diff1": 0.318714, | |
| "nauc_map_at_1000_max": 0.096211, | |
| "nauc_map_at_1000_std": -0.073447, | |
| "nauc_map_at_1000_diff1": 0.318925, | |
| "nauc_recall_at_1_max": 0.092532, | |
| "nauc_recall_at_1_std": -0.086836, | |
| "nauc_recall_at_1_diff1": 0.383733, | |
| "nauc_recall_at_3_max": 0.078584, | |
| "nauc_recall_at_3_std": -0.096077, | |
| "nauc_recall_at_3_diff1": 0.288074, | |
| "nauc_recall_at_5_max": 0.088485, | |
| "nauc_recall_at_5_std": -0.079656, | |
| "nauc_recall_at_5_diff1": 0.266764, | |
| "nauc_recall_at_10_max": 0.115682, | |
| "nauc_recall_at_10_std": -0.042055, | |
| "nauc_recall_at_10_diff1": 0.23882, | |
| "nauc_recall_at_20_max": 0.131926, | |
| "nauc_recall_at_20_std": 0.008761, | |
| "nauc_recall_at_20_diff1": 0.232895, | |
| "nauc_recall_at_100_max": 0.215249, | |
| "nauc_recall_at_100_std": 0.207541, | |
| "nauc_recall_at_100_diff1": 0.191877, | |
| "nauc_recall_at_1000_max": 0.371403, | |
| "nauc_recall_at_1000_std": 0.48817, | |
| "nauc_recall_at_1000_diff1": 0.147312, | |
| "nauc_precision_at_1_max": 0.093399, | |
| "nauc_precision_at_1_std": -0.08675, | |
| "nauc_precision_at_1_diff1": 0.383353, | |
| "nauc_precision_at_3_max": 0.081004, | |
| "nauc_precision_at_3_std": -0.095384, | |
| "nauc_precision_at_3_diff1": 0.288779, | |
| "nauc_precision_at_5_max": 0.090831, | |
| "nauc_precision_at_5_std": -0.078907, | |
| "nauc_precision_at_5_diff1": 0.266908, | |
| "nauc_precision_at_10_max": 0.121537, | |
| "nauc_precision_at_10_std": -0.035889, | |
| "nauc_precision_at_10_diff1": 0.238216, | |
| "nauc_precision_at_20_max": 0.139064, | |
| "nauc_precision_at_20_std": 0.016142, | |
| "nauc_precision_at_20_diff1": 0.227652, | |
| "nauc_precision_at_100_max": 0.220797, | |
| "nauc_precision_at_100_std": 0.208055, | |
| "nauc_precision_at_100_diff1": 0.174679, | |
| "nauc_precision_at_1000_max": 0.299085, | |
| "nauc_precision_at_1000_std": 0.347796, | |
| "nauc_precision_at_1000_diff1": 0.082151, | |
| "nauc_mrr_at_1_max": 0.093399, | |
| "nauc_mrr_at_1_std": -0.08675, | |
| "nauc_mrr_at_1_diff1": 0.383353, | |
| "nauc_mrr_at_3_max": 0.083923, | |
| "nauc_mrr_at_3_std": -0.093443, | |
| "nauc_mrr_at_3_diff1": 0.331226, | |
| "nauc_mrr_at_5_max": 0.086591, | |
| "nauc_mrr_at_5_std": -0.08909, | |
| "nauc_mrr_at_5_diff1": 0.323781, | |
| "nauc_mrr_at_10_max": 0.091846, | |
| "nauc_mrr_at_10_std": -0.081979, | |
| "nauc_mrr_at_10_diff1": 0.318344, | |
| "nauc_mrr_at_20_max": 0.093517, | |
| "nauc_mrr_at_20_std": -0.0774, | |
| "nauc_mrr_at_20_diff1": 0.318073, | |
| "nauc_mrr_at_100_max": 0.095405, | |
| "nauc_mrr_at_100_std": -0.073061, | |
| "nauc_mrr_at_100_diff1": 0.31747, | |
| "nauc_mrr_at_1000_max": 0.095563, | |
| "nauc_mrr_at_1000_std": -0.072916, | |
| "nauc_mrr_at_1000_diff1": 0.317692, | |
| "hit_rate_at_1": 0.13625, | |
| "hit_rate_at_3": 0.25501, | |
| "hit_rate_at_5": 0.3212, | |
| "hit_rate_at_10": 0.40989, | |
| "hit_rate_at_20": 0.49628, | |
| "hit_rate_at_100": 0.68209, | |
| "hit_rate_at_1000": 0.88052, | |
| "main_score": 0.25726, | |
| "hf_subset": "default", | |
| "languages": [ | |
| "eng-Latn" | |
| ] | |
| } | |
| ] | |
| }, | |
| "evaluation_time": 9067.453301429749, | |
| "kg_co2_emissions": null, | |
| "date": null | |
| } |