MIL Explanation on 4-Bags (test)
0.91AUPRCxMIL-LRP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| xMIL-LRPModel Architecture=AttnMIL2024.06 | 0.91 | 1 | |
| xMIL-LRPModel Architecture=TransMIL2024.06 | 0.9 | 1 | |
| SingleModel Architecture=AddMIL2024.06 | 0.89 | 0.98 | |
| IGModel Architecture=AttnMIL2024.06 | 0.88 | 1 | |
| SingleModel Architecture=AttnMIL2024.06 | 0.87 | 1 | |
| SingleModel Architecture=TransMIL2024.06 | 0.85 | 1 | |
| IGModel Architecture=TransMIL2024.06 | 0.8 | 1 | |
| LogitsModel Architecture=AddMIL2024.06 | 0.79 | 0.98 | |
| GxIModel Architecture=AttnMIL2024.06 | 0.72 | 1 | |
| AttnModel Architecture=AddMIL2024.06 | 0.54 | 0.98 | |
| AttnModel Architecture=AttnMIL2024.06 | 0.53 | 1 | |
| AttnModel Architecture=TransMIL2024.06 | 0.52 | 1 | |
| RandModel Architecture=AddMIL2024.06 | 0.42 | 0.98 | |
| GxIModel Architecture=TransMIL2024.06 | 0.4 | 1 | |
| RandModel Architecture=AttnMIL2024.06 | 0.31 | 1 | |
| RandModel Architecture=TransMIL2024.06 | 0.31 | 1 |