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)
Invalid JSON:Unexpected token 'N', ..." "ap": NaN,
"... is not valid JSON
| { | |
| "dataset_revision": "4672e20407010da34463acc759c162ca9734bca6", | |
| "task_name": "MassiveIntentClassification", | |
| "mteb_version": "2.10.12", | |
| "scores": { | |
| "test": [ | |
| { | |
| "scores_per_experiment": [ | |
| { | |
| "accuracy": 0.603564, | |
| "f1": 0.570528, | |
| "f1_weighted": 0.589522, | |
| "precision": 0.568116, | |
| "precision_weighted": 0.655833, | |
| "recall": 0.675778, | |
| "recall_weighted": 0.603564, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.613652, | |
| "f1": 0.583694, | |
| "f1_weighted": 0.605809, | |
| "precision": 0.569205, | |
| "precision_weighted": 0.655619, | |
| "recall": 0.663644, | |
| "recall_weighted": 0.613652, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.587424, | |
| "f1": 0.552513, | |
| "f1_weighted": 0.573412, | |
| "precision": 0.534538, | |
| "precision_weighted": 0.615953, | |
| "recall": 0.663471, | |
| "recall_weighted": 0.587424, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.591123, | |
| "f1": 0.566348, | |
| "f1_weighted": 0.578383, | |
| "precision": 0.557587, | |
| "precision_weighted": 0.628252, | |
| "recall": 0.663657, | |
| "recall_weighted": 0.591123, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.584734, | |
| "f1": 0.560817, | |
| "f1_weighted": 0.574269, | |
| "precision": 0.562118, | |
| "precision_weighted": 0.628024, | |
| "recall": 0.66789, | |
| "recall_weighted": 0.584734, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.550773, | |
| "f1": 0.538328, | |
| "f1_weighted": 0.533015, | |
| "precision": 0.539745, | |
| "precision_weighted": 0.632553, | |
| "recall": 0.651002, | |
| "recall_weighted": 0.550773, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.591459, | |
| "f1": 0.568811, | |
| "f1_weighted": 0.577795, | |
| "precision": 0.563855, | |
| "precision_weighted": 0.644678, | |
| "recall": 0.675252, | |
| "recall_weighted": 0.591459, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.582044, | |
| "f1": 0.555797, | |
| "f1_weighted": 0.561683, | |
| "precision": 0.551595, | |
| "precision_weighted": 0.639627, | |
| "recall": 0.648589, | |
| "recall_weighted": 0.582044, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.565568, | |
| "f1": 0.54813, | |
| "f1_weighted": 0.537545, | |
| "precision": 0.55524, | |
| "precision_weighted": 0.598254, | |
| "recall": 0.651648, | |
| "recall_weighted": 0.565568, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.604573, | |
| "f1": 0.583999, | |
| "f1_weighted": 0.597251, | |
| "precision": 0.578571, | |
| "precision_weighted": 0.658989, | |
| "recall": 0.68452, | |
| "recall_weighted": 0.604573, | |
| "ap": null, | |
| "ap_weighted": null | |
| } | |
| ], | |
| "accuracy": 0.587492, | |
| "f1": 0.562897, | |
| "f1_weighted": 0.572868, | |
| "precision": 0.558057, | |
| "precision_weighted": 0.635778, | |
| "recall": 0.664545, | |
| "recall_weighted": 0.587492, | |
| "ap": NaN, | |
| "ap_weighted": NaN, | |
| "main_score": 0.587492, | |
| "hf_subset": "en", | |
| "languages": [ | |
| "eng-Latn" | |
| ] | |
| } | |
| ] | |
| }, | |
| "evaluation_time": 21.46303081512451, | |
| "kg_co2_emissions": null, | |
| "date": null | |
| } |