Whole Slide Image Classification on TCGA Slide-level
97.2AUCSnuffy
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Snuffyfeature_extractor=SimCLR, search_strategy=Exhaustive2024.08 | 97.2 | 94.7 | |
| KATKnowledge Consistency Loss=w/2024.08 | 97.1 | 85.9 | |
| DGMIL2024.08 | 97 | 92 | |
| KATKnowledge Consistency Loss=w/o2024.08 | 96.5 | 84.9 | |
| HIPT2024.08 | 95.2 | — | |
| TransMIL2024.08 | 94.9 | 88.3 | |
| CLAM-MB2024.08 | 94.9 | 87.8 | |
| DTFD-MILaggregation=AFS2024.08 | 94.6 | 89.8 | |
| CLAM-SB2024.08 | 94.4 | 87.5 | |
| DTFD-MILaggregation=MaxMinS2024.08 | 93.8 | 89 | |
| DTFD-MILaggregation=MaxS2024.08 | 91 | 85.5 |