PathoSynVLM / best_checkpoint_summary.json
Jiahao Cheng
Release PathoSynVLM model weights
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{
"best_step": 30400,
"best_epoch": 7,
"best_source": "step_eval",
"best_val_loss": 1.0108920872211455,
"metrics": {
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"val_n_samples": 30,
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"val/text_tokens_total": 9942,
"val/target_tokens_total": 3305,
"val/wsi_count_total": 188,
"val/avg_vision_tokens_per_sample": 1161.1,
"val/avg_text_tokens_per_sample": 331.4,
"val/avg_target_tokens_per_sample": 110.16666666666667,
"val/avg_wsi_per_sample": 6.266666666666667,
"val_bertscore_f1": 0.3017574870338043,
"val/field_eval_n": 30,
"val_diagnosis_relaxed_match_rate": 0.3333333333333333,
"val_diagnosis_exact_match_rate": 0.16666666666666666,
"val_certainty_match_rate": 0.9,
"val_certainty_exact_match_rate": 0.9,
"val_conclusion_exact_match_rate": 0.0,
"val_conclusion_rougeL": 0.24946812913260996,
"val_conclusion_meteor": 0.1988453811627603,
"val_conclusion_bleu4": 5.251211118089842,
"val/pred_format_score_0_count": 0,
"val/ref_format_score_0_count": 0,
"val/pred_format_score_1_count": 0,
"val/ref_format_score_1_count": 0,
"val/pred_format_score_2_count": 0,
"val/ref_format_score_2_count": 0,
"val/pred_format_score_3_count": 30,
"val/ref_format_score_3_count": 30,
"val/pred_diagnosis_present_rate": 1.0,
"val/pred_certainty_present_rate": 1.0,
"val/pred_conclusion_present_rate": 1.0
}
}