| { |
| "model": "MBR-UNet V14", |
| "dataset": "hourouu/data", |
| "split": "split_ids.json (fig\u00e9, seed=42)", |
| "epochs_trained": 4, |
| "ACC": 99.49, |
| "DSC": 98.24, |
| "IoU": 96.55, |
| "HD95": 17.13, |
| "hyperparameters": { |
| "lr": 0.0001, |
| "weight_decay": 0.01, |
| "batch_size": 8, |
| "drop_rate": 0.1, |
| "label_smooth": 0.05, |
| "T_0": 25, |
| "boundary_w": 0.3 |
| }, |
| "corrections_v14": { |
| "scheduler_step": "apr\u00e8s chaque batch (CAWR correct, Loshchilov 2017)", |
| "deep_supervision": "poids normalis\u00e9s main=0.50 aux=[0.20,0.15,0.10,0.05] (Lee 2015)", |
| "lr_lion": "1e-4 = lr_Adam/3 (Chen ICLR 2023)", |
| "weight_decay_lion": "1e-2 = wd recommand\u00e9 Lion vision (Chen 2023)", |
| "hd95_fallback": "sqrt(H\u00b2+W\u00b2) = diagonale image (Nikolov 2018)", |
| "val_metrics": "un seul chemin update() \u2014 pas de duplication TP/FP/FN", |
| "gauss_noise": "var_limit=(5.0,30.0) explicite (albumentations \u22651.4)" |
| } |
| } |
