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": "90fceea13679c63fe563ded68f3b6f06e50061de", | |
| "task_name": "CQADupstackMathematicaRetrieval", | |
| "mteb_version": "2.10.12", | |
| "scores": { | |
| "test": [ | |
| { | |
| "ndcg_at_1": 0.09453, | |
| "ndcg_at_3": 0.1192, | |
| "ndcg_at_5": 0.13291, | |
| "ndcg_at_10": 0.14541, | |
| "ndcg_at_20": 0.1642, | |
| "ndcg_at_100": 0.19451, | |
| "ndcg_at_1000": 0.22926, | |
| "map_at_1": 0.07654, | |
| "map_at_3": 0.10319, | |
| "map_at_5": 0.11125, | |
| "map_at_10": 0.11665, | |
| "map_at_20": 0.12185, | |
| "map_at_100": 0.12613, | |
| "map_at_1000": 0.12739, | |
| "recall_at_1": 0.07654, | |
| "recall_at_3": 0.13873, | |
| "recall_at_5": 0.17145, | |
| "recall_at_10": 0.20914, | |
| "recall_at_20": 0.27913, | |
| "recall_at_100": 0.42889, | |
| "recall_at_1000": 0.68302, | |
| "accuracy": 0.07654, | |
| "precision_at_1": 0.09453, | |
| "precision_at_3": 0.05929, | |
| "precision_at_5": 0.04527, | |
| "precision_at_10": 0.02811, | |
| "precision_at_20": 0.01859, | |
| "precision_at_100": 0.00604, | |
| "precision_at_1000": 0.00104, | |
| "mrr_at_1": 0.094527, | |
| "mrr_at_3": 0.126451, | |
| "mrr_at_5": 0.136277, | |
| "mrr_at_10": 0.141619, | |
| "mrr_at_20": 0.147175, | |
| "mrr_at_100": 0.151338, | |
| "mrr_at_1000": 0.152318, | |
| "nauc_ndcg_at_1_max": 0.077207, | |
| "nauc_ndcg_at_1_std": -0.067272, | |
| "nauc_ndcg_at_1_diff1": 0.319897, | |
| "nauc_ndcg_at_3_max": 0.08314, | |
| "nauc_ndcg_at_3_std": -0.026599, | |
| "nauc_ndcg_at_3_diff1": 0.200026, | |
| "nauc_ndcg_at_5_max": 0.093394, | |
| "nauc_ndcg_at_5_std": -0.000477, | |
| "nauc_ndcg_at_5_diff1": 0.18578, | |
| "nauc_ndcg_at_10_max": 0.100755, | |
| "nauc_ndcg_at_10_std": 0.019686, | |
| "nauc_ndcg_at_10_diff1": 0.184693, | |
| "nauc_ndcg_at_20_max": 0.099157, | |
| "nauc_ndcg_at_20_std": 0.027921, | |
| "nauc_ndcg_at_20_diff1": 0.174479, | |
| "nauc_ndcg_at_100_max": 0.101368, | |
| "nauc_ndcg_at_100_std": 0.050521, | |
| "nauc_ndcg_at_100_diff1": 0.162507, | |
| "nauc_ndcg_at_1000_max": 0.10998, | |
| "nauc_ndcg_at_1000_std": 0.054672, | |
| "nauc_ndcg_at_1000_diff1": 0.164291, | |
| "nauc_map_at_1_max": 0.126332, | |
| "nauc_map_at_1_std": -0.03207, | |
| "nauc_map_at_1_diff1": 0.287554, | |
| "nauc_map_at_3_max": 0.098769, | |
| "nauc_map_at_3_std": -0.021683, | |
| "nauc_map_at_3_diff1": 0.217052, | |
| "nauc_map_at_5_max": 0.102821, | |
| "nauc_map_at_5_std": -0.006616, | |
| "nauc_map_at_5_diff1": 0.210328, | |
| "nauc_map_at_10_max": 0.107241, | |
| "nauc_map_at_10_std": 0.00354, | |
| "nauc_map_at_10_diff1": 0.208195, | |
| "nauc_map_at_20_max": 0.10666, | |
| "nauc_map_at_20_std": 0.006284, | |
| "nauc_map_at_20_diff1": 0.20485, | |
| "nauc_map_at_100_max": 0.106404, | |
| "nauc_map_at_100_std": 0.010426, | |
| "nauc_map_at_100_diff1": 0.201273, | |
| "nauc_map_at_1000_max": 0.106967, | |
| "nauc_map_at_1000_std": 0.010934, | |
| "nauc_map_at_1000_diff1": 0.20099, | |
| "nauc_recall_at_1_max": 0.126332, | |
| "nauc_recall_at_1_std": -0.03207, | |
| "nauc_recall_at_1_diff1": 0.287554, | |
| "nauc_recall_at_3_max": 0.06686, | |
| "nauc_recall_at_3_std": -0.010096, | |
| "nauc_recall_at_3_diff1": 0.142578, | |
| "nauc_recall_at_5_max": 0.086885, | |
| "nauc_recall_at_5_std": 0.033905, | |
| "nauc_recall_at_5_diff1": 0.12688, | |
| "nauc_recall_at_10_max": 0.099594, | |
| "nauc_recall_at_10_std": 0.071126, | |
| "nauc_recall_at_10_diff1": 0.127556, | |
| "nauc_recall_at_20_max": 0.097851, | |
| "nauc_recall_at_20_std": 0.086969, | |
| "nauc_recall_at_20_diff1": 0.105784, | |
| "nauc_recall_at_100_max": 0.105419, | |
| "nauc_recall_at_100_std": 0.148496, | |
| "nauc_recall_at_100_diff1": 0.077287, | |
| "nauc_recall_at_1000_max": 0.154024, | |
| "nauc_recall_at_1000_std": 0.201868, | |
| "nauc_recall_at_1000_diff1": 0.079451, | |
| "nauc_precision_at_1_max": 0.077207, | |
| "nauc_precision_at_1_std": -0.067272, | |
| "nauc_precision_at_1_diff1": 0.319897, | |
| "nauc_precision_at_3_max": 0.040015, | |
| "nauc_precision_at_3_std": -0.043795, | |
| "nauc_precision_at_3_diff1": 0.166762, | |
| "nauc_precision_at_5_max": 0.059346, | |
| "nauc_precision_at_5_std": -0.005412, | |
| "nauc_precision_at_5_diff1": 0.148022, | |
| "nauc_precision_at_10_max": 0.083602, | |
| "nauc_precision_at_10_std": 0.042926, | |
| "nauc_precision_at_10_diff1": 0.135007, | |
| "nauc_precision_at_20_max": 0.068478, | |
| "nauc_precision_at_20_std": 0.058986, | |
| "nauc_precision_at_20_diff1": 0.101052, | |
| "nauc_precision_at_100_max": 0.06294, | |
| "nauc_precision_at_100_std": 0.127428, | |
| "nauc_precision_at_100_diff1": 0.043471, | |
| "nauc_precision_at_1000_max": 0.052201, | |
| "nauc_precision_at_1000_std": 0.078407, | |
| "nauc_precision_at_1000_diff1": 0.001548, | |
| "nauc_mrr_at_1_max": 0.077207, | |
| "nauc_mrr_at_1_std": -0.067272, | |
| "nauc_mrr_at_1_diff1": 0.319897, | |
| "nauc_mrr_at_3_max": 0.071593, | |
| "nauc_mrr_at_3_std": -0.04877, | |
| "nauc_mrr_at_3_diff1": 0.23058, | |
| "nauc_mrr_at_5_max": 0.080837, | |
| "nauc_mrr_at_5_std": -0.032153, | |
| "nauc_mrr_at_5_diff1": 0.22148, | |
| "nauc_mrr_at_10_max": 0.083453, | |
| "nauc_mrr_at_10_std": -0.02441, | |
| "nauc_mrr_at_10_diff1": 0.22032, | |
| "nauc_mrr_at_20_max": 0.082106, | |
| "nauc_mrr_at_20_std": -0.022884, | |
| "nauc_mrr_at_20_diff1": 0.217055, | |
| "nauc_mrr_at_100_max": 0.082625, | |
| "nauc_mrr_at_100_std": -0.018697, | |
| "nauc_mrr_at_100_diff1": 0.215846, | |
| "nauc_mrr_at_1000_max": 0.082873, | |
| "nauc_mrr_at_1000_std": -0.018702, | |
| "nauc_mrr_at_1000_diff1": 0.215873, | |
| "hit_rate_at_1": 0.09453, | |
| "hit_rate_at_3": 0.17164, | |
| "hit_rate_at_5": 0.21393, | |
| "hit_rate_at_10": 0.25498, | |
| "hit_rate_at_20": 0.33458, | |
| "hit_rate_at_100": 0.50373, | |
| "hit_rate_at_1000": 0.74627, | |
| "main_score": 0.14541, | |
| "hf_subset": "default", | |
| "languages": [ | |
| "eng-Latn" | |
| ] | |
| } | |
| ] | |
| }, | |
| "evaluation_time": 24.72330355644226, | |
| "kg_co2_emissions": null, | |
| "date": null | |
| } |