MIL Explanation on Pos-Neg (test)
0.93AUPRCIG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IGModel Architecture=AttnMIL2024.06 | 0.93 | 0.97 | |
| xMIL-LRPModel Architecture=TransMIL2024.06 | 0.92 | 0.98 | |
| SingleModel Architecture=TransMIL2024.06 | 0.91 | 0.98 | |
| xMIL-LRPModel Architecture=AttnMIL2024.06 | 0.91 | 0.97 | |
| SingleModel Architecture=AttnMIL2024.06 | 0.89 | 0.97 | |
| SingleModel Architecture=AddMIL2024.06 | 0.88 | 0.89 | |
| IGModel Architecture=TransMIL2024.06 | 0.82 | 0.98 | |
| GxIModel Architecture=AttnMIL2024.06 | 0.72 | 0.97 | |
| LogitsModel Architecture=AddMIL2024.06 | 0.68 | 0.89 | |
| AttnModel Architecture=AddMIL2024.06 | 0.48 | 0.89 | |
| AttnModel Architecture=TransMIL2024.06 | 0.46 | 0.98 | |
| AttnModel Architecture=AttnMIL2024.06 | 0.45 | 0.97 | |
| GxIModel Architecture=TransMIL2024.06 | 0.44 | 0.98 | |
| RandModel Architecture=TransMIL2024.06 | 0.42 | 0.98 | |
| RandModel Architecture=AddMIL2024.06 | 0.42 | 0.89 | |
| RandModel Architecture=AttnMIL2024.06 | 0.31 | 0.97 |