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grain_model
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{
  "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
  }
}