Bag-level classification on NCT-CRC 10% positive patch ratio
100AUCIBMIL
Evaluation Results
| Method | Links | |
|---|---|---|
| IBMILModel Category=Transformer-based or Advanced MIL2025.05 | 100 | |
| R^2T-MILModel Category=Transformer-based or Advanced MIL2025.05 | 100 | |
| DSAGLModel Category=Transformer-based or Advanced MIL2025.05 | 100 | |
| CLAMModel Category=Attention-based MIL2025.05 | 98.11 | |
| TransMILModel Category=Transformer-based or Advanced MIL2025.05 | 97.05 | |
| Gated-ABMILModel Category=Attention-based MIL2025.05 | 94.88 | |
| RNN-MILModel Category=Classical MIL2025.05 | 81.83 | |
| ABMILModel Category=Attention-based MIL2025.05 | 73.89 | |
| MI-NetModel Category=Classical MIL2025.05 | 71.42 |