Bag-level classification on NCT-CRC 50% positive patch ratio
100AUCABMIL
Evaluation Results
| Method | Links | |
|---|---|---|
| ABMILModel Category=Attention-based MIL2025.05 | 100 | |
| Gated-ABMILModel Category=Attention-based MIL2025.05 | 100 | |
| CLAMModel Category=Attention-based MIL2025.05 | 100 | |
| TransMILModel Category=Transformer-based or Advanced MIL2025.05 | 100 | |
| IBMILModel Category=Transformer-based or Advanced MIL2025.05 | 100 | |
| DSAGLModel Category=Transformer-based or Advanced MIL2025.05 | 100 | |
| R^2T-MILModel Category=Transformer-based or Advanced MIL2025.05 | 99.8 | |
| RNN-MILModel Category=Classical MIL2025.05 | 99.15 | |
| MI-NetModel Category=Classical MIL2025.05 | 75.82 |