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ResearchFormerly WizWand

Tissue Classification on CRC HE 7K (test)

0.9581AccuracyClean
0.7968180.8386840.880550.922416Jul 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
CleanBackbone=EfficientNetB02023.070.9581
CleanBackbone=ResNet182023.070.9553
CleanBackbone=RexNet1002023.070.9549
ArtiFusionBackbone=EfficientNetB0, Status=Restored2023.070.9423
CleanBackbone=ResNet342023.070.9354
ArtiFusionBackbone=ResNet18, Status=Restored2023.070.9238
ArtiFusionBackbone=RexNet100, Status=Restored2023.070.9231
CleanBackbone=ResNet502023.070.9183
CycleGANBackbone=EfficientNetB0, Status=Restored2023.070.9181
ArtiFusionBackbone=ResNet34, Status=Restored2023.070.9125
CycleGANBackbone=RexNet100, Status=Restored2023.070.9078
ArtifactsBackbone=EfficientNetB02023.070.9063
ArtifactsBackbone=RexNet1002023.070.9045
ArtiFusionBackbone=ResNet50, Status=Restored2023.070.9041
CycleGANBackbone=ResNet34, Status=Restored2023.070.8827
CycleGANBackbone=ResNet50, Status=Restored2023.070.8799
CycleGANBackbone=ResNet18, Status=Restored2023.070.8633
ArtifactsBackbone=ResNet342023.070.8603
ArtifactsBackbone=ResNet502023.070.8501
ArtifactsBackbone=ResNet182023.070.803