Tissue Classification on CRC HE 7K (test)
0.9581AccuracyClean
Evaluation Results
| Method | Links | |
|---|---|---|
| CleanBackbone=EfficientNetB02023.07 | 0.9581 | |
| CleanBackbone=ResNet182023.07 | 0.9553 | |
| CleanBackbone=RexNet1002023.07 | 0.9549 | |
| ArtiFusionBackbone=EfficientNetB0, Status=Restored2023.07 | 0.9423 | |
| CleanBackbone=ResNet342023.07 | 0.9354 | |
| ArtiFusionBackbone=ResNet18, Status=Restored2023.07 | 0.9238 | |
| ArtiFusionBackbone=RexNet100, Status=Restored2023.07 | 0.9231 | |
| CleanBackbone=ResNet502023.07 | 0.9183 | |
| CycleGANBackbone=EfficientNetB0, Status=Restored2023.07 | 0.9181 | |
| ArtiFusionBackbone=ResNet34, Status=Restored2023.07 | 0.9125 | |
| CycleGANBackbone=RexNet100, Status=Restored2023.07 | 0.9078 | |
| ArtifactsBackbone=EfficientNetB02023.07 | 0.9063 | |
| ArtifactsBackbone=RexNet1002023.07 | 0.9045 | |
| ArtiFusionBackbone=ResNet50, Status=Restored2023.07 | 0.9041 | |
| CycleGANBackbone=ResNet34, Status=Restored2023.07 | 0.8827 | |
| CycleGANBackbone=ResNet50, Status=Restored2023.07 | 0.8799 | |
| CycleGANBackbone=ResNet18, Status=Restored2023.07 | 0.8633 | |
| ArtifactsBackbone=ResNet342023.07 | 0.8603 | |
| ArtifactsBackbone=ResNet502023.07 | 0.8501 | |
| ArtifactsBackbone=ResNet182023.07 | 0.803 |