MIL Explanation on Adjacent Pairs (test)
81AUPRC (Class 2)xMIL-LRP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| xMIL-LRPModel Architecture=TransMIL2024.06 | 81 | 92 | |
| SingleModel Architecture=TransMIL2024.06 | 77 | 92 | |
| SingleModel Architecture=AddMIL2024.06 | 77 | 77 | |
| xMIL-LRPModel Architecture=AttnMIL2024.06 | 77 | 88 | |
| IGModel Architecture=AttnMIL2024.06 | 75 | 88 | |
| SingleModel Architecture=AttnMIL2024.06 | 73 | 88 | |
| IGModel Architecture=TransMIL2024.06 | 72 | 92 | |
| LogitsModel Architecture=AddMIL2024.06 | 71 | 77 | |
| AttnModel Architecture=AddMIL2024.06 | 63 | 77 | |
| GxIModel Architecture=AttnMIL2024.06 | 63 | 88 | |
| AttnModel Architecture=AttnMIL2024.06 | 61 | 88 | |
| AttnModel Architecture=TransMIL2024.06 | 60 | 92 | |
| GxIModel Architecture=TransMIL2024.06 | 57 | 92 | |
| RandModel Architecture=AttnMIL2024.06 | 54 | 88 | |
| RandModel Architecture=TransMIL2024.06 | 54 | 92 |