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| { | |
| "arch": "BiomedCLIPAttributeClassifier", | |
| "checkpoint": "final_model_full_data.pth", | |
| "source_run": "BioMedCLIP_GBCA_v3_multiseed_maskedloss_grouped_llm", | |
| "base_model": "hf-hub:microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224", | |
| "timm_model_name": "vit_base_patch16_224", | |
| "image_size": 336, | |
| "embed_dim": 512, | |
| "hidden_dim": 256, | |
| "dropout": 0.3, | |
| "clip_mean": [0.48145466, 0.4578275, 0.40821073], | |
| "clip_std": [0.26862954, 0.26130258, 0.27577711], | |
| "intensity_pct_low": 1.0, | |
| "intensity_pct_high": 99.0, | |
| "ruq_frac": [0.08, 0.78, 0.0, 0.62], | |
| "labels": [ | |
| "wall_thickening", | |
| "mass_replacing_gb", | |
| "polypoidal_lesion", | |
| "liver_invasion", | |
| "lymph_node_involvement", | |
| "biliary_obstruction", | |
| "adjacent_organ_involvement" | |
| ], | |
| "thresholds": { | |
| "wall_thickening": 0.46, | |
| "mass_replacing_gb": 0.62, | |
| "polypoidal_lesion": 0.56, | |
| "liver_invasion": 0.51, | |
| "lymph_node_involvement": 0.6, | |
| "biliary_obstruction": 0.62, | |
| "adjacent_organ_involvement": 0.5 | |
| }, | |
| "oof_mean_auc": 0.7273, | |
| "oof_mean_f1": 0.5433, | |
| "tta": false | |
| } | |