Classification on PANDA (test)
73.5AccuracyResTopoMIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ResTopoMILBackbone=CTransPath2026.05 | 73.5 | 92.58 | 68.85 | |
| ILRA-MILBackbone=CTransPath2026.05 | 72.55 | 91.2 | 67.1 | |
| MARBLEmode=Our Model2026.02 | 71 | 88.78 | — | |
| TransMILBackbone=CTransPath2026.05 | 68.55 | 90.24 | 64.2 | |
| AB-MILBackbone=CTransPath2026.05 | 68.54 | 91.85 | 66.52 | |
| CLAM-SBBackbone=CTransPath2026.05 | 68.2 | 91.5 | 66.1 | |
| DS-MILBackbone=CTransPath2026.05 | 68.15 | 92.05 | 66.12 | |
| MHIM-MILBackbone=CTransPath2026.05 | 67.5 | 89.85 | 61.55 | |
| DGR-MILBackbone=CTransPath2026.05 | 67.2 | 88.45 | 61.85 | |
| 2DMambaMILBackbone=CTransPath2026.05 | 62.55 | 89.12 | 68.15 | |
| 2DMambaMIL2026.02 | 50.75 | 81.84 | — | |
| S4-MIL2026.02 | 50.47 | 79.86 | — | |
| AB-MIL2026.02 | 48.83 | 77.97 | — | |
| CLAM2026.02 | 48.02 | 78.2 | — | |
| SRMambaMIL2026.02 | 47.11 | 77.76 | — | |
| DTFD-MIL2026.02 | 47.04 | 76.65 | — | |
| MambaMIL2026.02 | 46.79 | 77.81 | — | |
| TransMIL2026.02 | 46.36 | 77.28 | — | |
| DSMIL2026.02 | 46.33 | 76.6 | — |