WSI Classification on LKS
89.76AccuracyRandom Feature Reconstruction (RFR)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Random Feature Reconstruction (RFR)K=42022.07 | 89.76 | 95.62 | |
| StreamingCNN2022.07 | 89.27 | 96.52 | |
| Random Feature Reconstruction (RFR)K=82022.07 | 88.29 | 96.33 | |
| CLAM-MB2022.07 | 84.39 | 94.48 | |
| DSMIL2022.07 | 83.9 | 93.28 | |
| ABMIL2022.07 | 83.41 | 93.92 | |
| CLAM-SB2022.07 | 82.93 | 94.46 | |
| GABMIL2022.07 | 81.46 | 93.99 | |
| Max-poolingBackbone=ResNet34, Pooling=Max2022.07 | 80.49 | 93.66 | |
| Avg-poolingBackbone=ResNet34, Pooling=Average2022.07 | 60 | 90.86 |