| { |
| "ResNet_Spectral": { |
| "best_val_f1": 0.8527417775702426, |
| "best_val_acc": 0.8586118251928021, |
| "best_val_ece": 0.019904159009456635, |
| "last_epoch_f1": 0.8527417775702426, |
| "last_epoch_ece": 0.04522501677274704 |
| }, |
| "ViT_RGB": { |
| "best_val_f1": 0.8676401839098214, |
| "best_val_acc": 0.8721997796547926, |
| "best_val_ece": 0.01150172296911478, |
| "last_epoch_f1": 0.8676401839098214, |
| "last_epoch_ece": 0.06561045348644257 |
| }, |
| "EfficientNetV2": { |
| "best_val_f1": 0.8679869729796613, |
| "best_val_acc": 0.8733015056922512, |
| "best_val_ece": 0.013381004333496094, |
| "last_epoch_f1": 0.8679869729796613, |
| "last_epoch_ece": 0.037545911967754364 |
| }, |
| "ConvNeXt": { |
| "best_val_f1": 0.8842447172605825, |
| "best_val_acc": 0.8887256702166728, |
| "best_val_ece": 0.013129305094480515, |
| "last_epoch_f1": 0.8842447172605825, |
| "last_epoch_ece": 0.047111134976148605 |
| }, |
| "Swin_Transformer": { |
| "best_val_f1": 0.8665534933096852, |
| "best_val_acc": 0.87146529562982, |
| "best_val_ece": 0.01238478347659111, |
| "last_epoch_f1": 0.8664164643244248, |
| "last_epoch_ece": 0.05167390778660774 |
| }, |
| "APSNet_V2": { |
| "best_val_f1": 0.8487423771371205, |
| "best_val_acc": 0.8542049210429673, |
| "best_val_ece": 0.02143457904458046, |
| "last_epoch_f1": 0.846543290330557, |
| "last_epoch_ece": 0.05186990648508072 |
| } |
| } |
