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": "27a168819829fe9bcd655c2df245fb19452e8e06", | |
| "task_name": "FiQA2018", | |
| "mteb_version": "2.10.7", | |
| "scores": { | |
| "test": [ | |
| { | |
| "ndcg_at_1": 0.19444, | |
| "ndcg_at_3": 0.17421, | |
| "ndcg_at_5": 0.18489, | |
| "ndcg_at_10": 0.20716, | |
| "ndcg_at_20": 0.22924, | |
| "ndcg_at_100": 0.27278, | |
| "ndcg_at_1000": 0.31664, | |
| "map_at_1": 0.09419, | |
| "map_at_3": 0.12794, | |
| "map_at_5": 0.14025, | |
| "map_at_10": 0.15239, | |
| "map_at_20": 0.15959, | |
| "map_at_100": 0.16638, | |
| "map_at_1000": 0.16845, | |
| "recall_at_1": 0.09419, | |
| "recall_at_3": 0.15688, | |
| "recall_at_5": 0.19738, | |
| "recall_at_10": 0.26208, | |
| "recall_at_20": 0.33317, | |
| "recall_at_100": 0.51961, | |
| "recall_at_1000": 0.79336, | |
| "accuracy": 0.09419, | |
| "precision_at_1": 0.19444, | |
| "precision_at_3": 0.1142, | |
| "precision_at_5": 0.08796, | |
| "precision_at_10": 0.05988, | |
| "precision_at_20": 0.0385, | |
| "precision_at_100": 0.01272, | |
| "precision_at_1000": 0.00203, | |
| "mrr_at_1": 0.194444, | |
| "mrr_at_3": 0.240484, | |
| "mrr_at_5": 0.252752, | |
| "mrr_at_10": 0.263528, | |
| "mrr_at_20": 0.268686, | |
| "mrr_at_100": 0.273424, | |
| "mrr_at_1000": 0.274264, | |
| "nauc_ndcg_at_1_max": 0.085396, | |
| "nauc_ndcg_at_1_std": -0.098157, | |
| "nauc_ndcg_at_1_diff1": 0.280954, | |
| "nauc_ndcg_at_3_max": 0.098421, | |
| "nauc_ndcg_at_3_std": -0.088118, | |
| "nauc_ndcg_at_3_diff1": 0.217215, | |
| "nauc_ndcg_at_5_max": 0.079253, | |
| "nauc_ndcg_at_5_std": -0.085253, | |
| "nauc_ndcg_at_5_diff1": 0.203115, | |
| "nauc_ndcg_at_10_max": 0.094562, | |
| "nauc_ndcg_at_10_std": -0.049793, | |
| "nauc_ndcg_at_10_diff1": 0.192416, | |
| "nauc_ndcg_at_20_max": 0.108877, | |
| "nauc_ndcg_at_20_std": -0.029945, | |
| "nauc_ndcg_at_20_diff1": 0.185746, | |
| "nauc_ndcg_at_100_max": 0.119487, | |
| "nauc_ndcg_at_100_std": -0.01582, | |
| "nauc_ndcg_at_100_diff1": 0.186088, | |
| "nauc_ndcg_at_1000_max": 0.14455, | |
| "nauc_ndcg_at_1000_std": 0.005886, | |
| "nauc_ndcg_at_1000_diff1": 0.182528, | |
| "nauc_map_at_1_max": 0.061388, | |
| "nauc_map_at_1_std": -0.123295, | |
| "nauc_map_at_1_diff1": 0.303957, | |
| "nauc_map_at_3_max": 0.079236, | |
| "nauc_map_at_3_std": -0.099114, | |
| "nauc_map_at_3_diff1": 0.237395, | |
| "nauc_map_at_5_max": 0.074919, | |
| "nauc_map_at_5_std": -0.09161, | |
| "nauc_map_at_5_diff1": 0.224816, | |
| "nauc_map_at_10_max": 0.088382, | |
| "nauc_map_at_10_std": -0.068697, | |
| "nauc_map_at_10_diff1": 0.217232, | |
| "nauc_map_at_20_max": 0.095154, | |
| "nauc_map_at_20_std": -0.059207, | |
| "nauc_map_at_20_diff1": 0.213481, | |
| "nauc_map_at_100_max": 0.098858, | |
| "nauc_map_at_100_std": -0.055959, | |
| "nauc_map_at_100_diff1": 0.213501, | |
| "nauc_map_at_1000_max": 0.100972, | |
| "nauc_map_at_1000_std": -0.054037, | |
| "nauc_map_at_1000_diff1": 0.212963, | |
| "nauc_recall_at_1_max": 0.061388, | |
| "nauc_recall_at_1_std": -0.123295, | |
| "nauc_recall_at_1_diff1": 0.303957, | |
| "nauc_recall_at_3_max": 0.066185, | |
| "nauc_recall_at_3_std": -0.090075, | |
| "nauc_recall_at_3_diff1": 0.177468, | |
| "nauc_recall_at_5_max": 0.048001, | |
| "nauc_recall_at_5_std": -0.080127, | |
| "nauc_recall_at_5_diff1": 0.144526, | |
| "nauc_recall_at_10_max": 0.089675, | |
| "nauc_recall_at_10_std": -0.003944, | |
| "nauc_recall_at_10_diff1": 0.125863, | |
| "nauc_recall_at_20_max": 0.117459, | |
| "nauc_recall_at_20_std": 0.041872, | |
| "nauc_recall_at_20_diff1": 0.109021, | |
| "nauc_recall_at_100_max": 0.133245, | |
| "nauc_recall_at_100_std": 0.100071, | |
| "nauc_recall_at_100_diff1": 0.110776, | |
| "nauc_recall_at_1000_max": 0.307733, | |
| "nauc_recall_at_1000_std": 0.332186, | |
| "nauc_recall_at_1000_diff1": 0.054725, | |
| "nauc_precision_at_1_max": 0.085396, | |
| "nauc_precision_at_1_std": -0.098157, | |
| "nauc_precision_at_1_diff1": 0.280954, | |
| "nauc_precision_at_3_max": 0.123342, | |
| "nauc_precision_at_3_std": -0.050796, | |
| "nauc_precision_at_3_diff1": 0.15625, | |
| "nauc_precision_at_5_max": 0.114479, | |
| "nauc_precision_at_5_std": -0.016031, | |
| "nauc_precision_at_5_diff1": 0.127815, | |
| "nauc_precision_at_10_max": 0.155919, | |
| "nauc_precision_at_10_std": 0.052964, | |
| "nauc_precision_at_10_diff1": 0.099074, | |
| "nauc_precision_at_20_max": 0.182719, | |
| "nauc_precision_at_20_std": 0.087839, | |
| "nauc_precision_at_20_diff1": 0.074914, | |
| "nauc_precision_at_100_max": 0.187287, | |
| "nauc_precision_at_100_std": 0.097828, | |
| "nauc_precision_at_100_diff1": 0.020769, | |
| "nauc_precision_at_1000_max": 0.216903, | |
| "nauc_precision_at_1000_std": 0.132659, | |
| "nauc_precision_at_1000_diff1": -0.02185, | |
| "nauc_mrr_at_1_max": 0.085396, | |
| "nauc_mrr_at_1_std": -0.098157, | |
| "nauc_mrr_at_1_diff1": 0.280954, | |
| "nauc_mrr_at_3_max": 0.088598, | |
| "nauc_mrr_at_3_std": -0.086612, | |
| "nauc_mrr_at_3_diff1": 0.224869, | |
| "nauc_mrr_at_5_max": 0.086083, | |
| "nauc_mrr_at_5_std": -0.086926, | |
| "nauc_mrr_at_5_diff1": 0.21999, | |
| "nauc_mrr_at_10_max": 0.089551, | |
| "nauc_mrr_at_10_std": -0.079567, | |
| "nauc_mrr_at_10_diff1": 0.215158, | |
| "nauc_mrr_at_20_max": 0.091542, | |
| "nauc_mrr_at_20_std": -0.076476, | |
| "nauc_mrr_at_20_diff1": 0.214022, | |
| "nauc_mrr_at_100_max": 0.092425, | |
| "nauc_mrr_at_100_std": -0.076498, | |
| "nauc_mrr_at_100_diff1": 0.215476, | |
| "nauc_mrr_at_1000_max": 0.092728, | |
| "nauc_mrr_at_1000_std": -0.07618, | |
| "nauc_mrr_at_1000_diff1": 0.215609, | |
| "hit_rate_at_1": 0.19444, | |
| "hit_rate_at_3": 0.2963, | |
| "hit_rate_at_5": 0.35031, | |
| "hit_rate_at_10": 0.43056, | |
| "hit_rate_at_20": 0.50617, | |
| "hit_rate_at_100": 0.71451, | |
| "hit_rate_at_1000": 0.91358, | |
| "main_score": 0.20716, | |
| "hf_subset": "default", | |
| "languages": [ | |
| "eng-Latn" | |
| ] | |
| } | |
| ] | |
| }, | |
| "evaluation_time": 66.45291948318481, | |
| "kg_co2_emissions": null, | |
| "date": null | |
| } |