Sentence Similarity
Safetensors
Japanese
bert
feature-extraction
ruri-large / result /PairClassification /scores_paws_x_ja.json
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{
"metric_name": "binary_f1",
"metric_value": 0.6228813559322034,
"details": {
"optimal_distance_metric": "manhatten_distances",
"val_scores": {
"cosine_distances": {
"accuracy": 0.5725,
"accuracy_threshold": 0.6882385611534119,
"binary_f1": 0.5979670522257273,
"binary_f1_threshold": 1.0
},
"manhatten_distances": {
"accuracy": 0.605,
"accuracy_threshold": 28.748050689697266,
"binary_f1": 0.6024691358024691,
"binary_f1_threshold": 441.396484375
},
"euclidean_distances": {
"accuracy": 0.6055,
"accuracy_threshold": 1.1335991621017456,
"binary_f1": 0.6024691358024691,
"binary_f1_threshold": 17.27420425415039
},
"dot_similarities": {
"accuracy": 0.575,
"accuracy_threshold": 592.8396606445312,
"binary_f1": 0.6016949152542372,
"binary_f1_threshold": 467.1964111328125
}
},
"test_scores": {
"manhatten_distances": {
"accuracy": 0.566,
"accuracy_threshold": 28.748050689697266,
"binary_f1": 0.6228813559322034,
"binary_f1_threshold": 441.396484375
}
}
}
}