WSI Classification on Dataset Small
0.9578AUCProgressive Attention Guidance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Progressive Attention GuidanceImage-level=Ours, WSI-level=Transformer2023.09 | 0.9578 | 91.64 | 85.55 | |
| Progressive Attention GuidanceImage-level=Ours, WSI-level=TransMIL2023.09 | 0.9535 | 91 | 85.74 | |
| Progressive Attention GuidanceImage-level=Ours, WSI-level=MLP2023.09 | 0.9436 | 91 | 85.11 | |
| ResnetImage-level=Resnet, WSI-level=TransMIL2023.09 | 0.9385 | 89.5 | 87.99 | |
| Progressive Attention GuidanceImage-level=Ours, WSI-level=Threshold2023.09 | 0.925 | 86 | 83.04 | |
| ResnetImage-level=Resnet, WSI-level=Threshold2023.09 | 0.8875 | 77.5 | 82.17 | |
| DetectionImage-level=Detection, WSI-level=Threshold2023.09 | 0.8857 | 80 | 79.03 |