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": "4f58c6b202a23cf9a4da393831edf4f9183cad37", | |
| "task_name": "EmotionClassification", | |
| "mteb_version": "2.10.7", | |
| "scores": { | |
| "test": [ | |
| { | |
| "scores_per_experiment": [ | |
| { | |
| "accuracy": 0.5285, | |
| "f1": 0.459817, | |
| "f1_weighted": 0.548466, | |
| "precision": 0.458764, | |
| "precision_weighted": 0.596847, | |
| "recall": 0.509035, | |
| "recall_weighted": 0.5285, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.4505, | |
| "f1": 0.394824, | |
| "f1_weighted": 0.459863, | |
| "precision": 0.404337, | |
| "precision_weighted": 0.535639, | |
| "recall": 0.45209, | |
| "recall_weighted": 0.4505, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.4425, | |
| "f1": 0.39019, | |
| "f1_weighted": 0.468485, | |
| "precision": 0.39696, | |
| "precision_weighted": 0.529667, | |
| "recall": 0.437328, | |
| "recall_weighted": 0.4425, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.4925, | |
| "f1": 0.432607, | |
| "f1_weighted": 0.516797, | |
| "precision": 0.441713, | |
| "precision_weighted": 0.573401, | |
| "recall": 0.487958, | |
| "recall_weighted": 0.4925, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.4735, | |
| "f1": 0.430306, | |
| "f1_weighted": 0.497706, | |
| "precision": 0.441574, | |
| "precision_weighted": 0.586105, | |
| "recall": 0.489526, | |
| "recall_weighted": 0.4735, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.506, | |
| "f1": 0.433923, | |
| "f1_weighted": 0.524617, | |
| "precision": 0.430331, | |
| "precision_weighted": 0.569599, | |
| "recall": 0.476008, | |
| "recall_weighted": 0.506, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.48, | |
| "f1": 0.418001, | |
| "f1_weighted": 0.499944, | |
| "precision": 0.423246, | |
| "precision_weighted": 0.560687, | |
| "recall": 0.469641, | |
| "recall_weighted": 0.48, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.434, | |
| "f1": 0.394441, | |
| "f1_weighted": 0.451256, | |
| "precision": 0.397807, | |
| "precision_weighted": 0.522779, | |
| "recall": 0.457403, | |
| "recall_weighted": 0.434, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.494, | |
| "f1": 0.449458, | |
| "f1_weighted": 0.51762, | |
| "precision": 0.453661, | |
| "precision_weighted": 0.585973, | |
| "recall": 0.504015, | |
| "recall_weighted": 0.494, | |
| "ap": null, | |
| "ap_weighted": null | |
| }, | |
| { | |
| "accuracy": 0.4675, | |
| "f1": 0.410275, | |
| "f1_weighted": 0.491923, | |
| "precision": 0.415913, | |
| "precision_weighted": 0.561735, | |
| "recall": 0.460759, | |
| "recall_weighted": 0.4675, | |
| "ap": null, | |
| "ap_weighted": null | |
| } | |
| ], | |
| "accuracy": 0.4769, | |
| "f1": 0.421384, | |
| "f1_weighted": 0.497668, | |
| "precision": 0.426431, | |
| "precision_weighted": 0.562243, | |
| "recall": 0.474376, | |
| "recall_weighted": 0.4769, | |
| "ap": NaN, | |
| "ap_weighted": NaN, | |
| "main_score": 0.4769, | |
| "hf_subset": "default", | |
| "languages": [ | |
| "eng-Latn" | |
| ] | |
| } | |
| ] | |
| }, | |
| "evaluation_time": 32.58931565284729, | |
| "kg_co2_emissions": null, | |
| "date": null | |
| } |