Classification on TCGA-LUAD (Multi-Gene AUC)
86.2EGFR AUCBLEEP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BLEEPImage Encoder=BLEEP, Slide-level prediction protocol=ABMIL [37]2024.11 | 86.2 | 71.3 | 85.5 | 83.8 | |
| RankByGeneImage Encoder=RankByGene, Slide-level prediction protocol=ABMIL [37]2024.11 | 85.5 | 72.9 | 86.1 | 84.5 | |
| HEST-FTImage Encoder=HEST-FT, Slide-level prediction protocol=ABMIL [37]2024.11 | 85.1 | 71.6 | 85.1 | 83.4 | |
| UNIImage Encoder=UNI, Slide-level prediction protocol=ABMIL [37]2024.11 | 84.5 | 71.2 | 84.3 | 82.7 | |
| CTransPathImage Encoder=CTransPath, Slide-level prediction protocol=ABMIL [37]2024.11 | 81.2 | 68.2 | 79.7 | 78.3 | |
| ResNet-50Image Encoder=ResNet-50, Slide-level prediction protocol=ABMIL [37]2024.11 | 72.9 | 64.3 | 73.9 | 69.1 |