nerugm-seq_bn-1 / eval_results.json
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{
"epoch": 100.0,
"eval_LOCATION_f1": 0.7814569536423841,
"eval_LOCATION_number": 69,
"eval_LOCATION_precision": 0.7195121951219512,
"eval_LOCATION_recall": 0.855072463768116,
"eval_ORGANIZATION_f1": 0.6993006993006993,
"eval_ORGANIZATION_number": 61,
"eval_ORGANIZATION_precision": 0.6097560975609756,
"eval_ORGANIZATION_recall": 0.819672131147541,
"eval_PERSON_f1": 0.8840125391849529,
"eval_PERSON_number": 153,
"eval_PERSON_precision": 0.8493975903614458,
"eval_PERSON_recall": 0.9215686274509803,
"eval_QUANTITY_f1": 0.7714285714285714,
"eval_QUANTITY_number": 32,
"eval_QUANTITY_precision": 0.7105263157894737,
"eval_QUANTITY_recall": 0.84375,
"eval_TIME_f1": 0.8307692307692308,
"eval_TIME_number": 31,
"eval_TIME_precision": 0.7941176470588235,
"eval_TIME_recall": 0.8709677419354839,
"eval_loss": 0.1641756296157837,
"eval_overall_accuracy": 0.9603666088679713,
"eval_overall_f1": 0.8128342245989304,
"eval_overall_precision": 0.7562189054726368,
"eval_overall_recall": 0.8786127167630058,
"eval_runtime": 0.3533,
"eval_samples": 187,
"eval_samples_per_second": 529.322,
"eval_steps_per_second": 8.492
}