Cancer Subtyping on NSCLC-2
95.9AUCMambaMIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MambaMILFeature Extractor=ResNet-502024.03 | 95.9 | 89.1 | |
| MambaMILFeature Extractor=PLIP2024.03 | 94.7 | 87 | |
| DTFDMILFeature Extractor=PLIP2024.03 | 94.5 | 83.9 | |
| ABMILFeature Extractor=PLIP2024.03 | 94.4 | 86.7 | |
| CLAM-MBFeature Extractor=PLIP2024.03 | 94.4 | 86.4 | |
| Max-PoolingFeature Extractor=ResNet-502024.03 | 94.3 | 86.9 | |
| Max-PoolingFeature Extractor=PLIP2024.03 | 94.1 | 86.9 | |
| DSMILFeature Extractor=ResNet-502024.03 | 94 | 88 | |
| ABMILFeature Extractor=ResNet-502024.03 | 93.8 | 86.4 | |
| TransMILFeature Extractor=ResNet-502024.03 | 93.7 | 84.6 | |
| S4MILFeature Extractor=PLIP2024.03 | 93.5 | 85.6 | |
| CLAM-MBFeature Extractor=ResNet-502024.03 | 93.3 | 85.1 | |
| DSMILFeature Extractor=PLIP2024.03 | 93.3 | 86 | |
| DTFDMILFeature Extractor=ResNet-502024.03 | 92.8 | 83.5 | |
| TransMILFeature Extractor=PLIP2024.03 | 92.8 | 84.8 | |
| Mean-PoolingFeature Extractor=PLIP2024.03 | 92.4 | 84.9 | |
| S4MILFeature Extractor=ResNet-502024.03 | 91.4 | 82.9 | |
| Mean-PoolingFeature Extractor=ResNet-502024.03 | 91.3 | 83.7 |