Classification on Colorectal Cancer (CRC) (test)
93.35AccuracyOracle augmentation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oracle augmentationPrediction network=EfficientNet-b02025.06 | 93.35 | 1.49 | |
| No augmentationPrediction network=EfficientNet-b02025.06 | 93.04 | 2.55 | |
| LieAugmenterPrediction network=EfficientNet-b02025.06 | 92.74 | 1.21 | |
| LieAugmenterPrediction network=CNN2025.06 | 89.42 | 1.86 | |
| LieAugmenterPrediction network=Vision Transformer2025.06 | 85.63 | 0.82 | |
| Oracle augmentationPrediction network=CNN2025.06 | 85.27 | 1.75 | |
| No augmentationPrediction network=CNN2025.06 | 84.87 | 2.95 | |
| Oracle augmentationPrediction network=Vision Transformer2025.06 | 81.16 | 1.09 | |
| No augmentationPrediction network=Vision Transformer2025.06 | 75.69 | 2.02 |