Whole Slide Image Classification on TCGA-CESC
70.37AccuracyDSMIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DSMIL2025.03 | 70.37 | 70.88 | 69.32 | |
| PathRWKV2025.03 | 70.37 | 75.27 | 70.33 | |
| GigaPath2025.03 | 67.78 | 71.43 | 67.75 | |
| CLAM2025.03 | 66.67 | 65.93 | 66.67 | |
| TransMIL2025.03 | 66.67 | 70.33 | 66.48 | |
| MamMIL2025.03 | 66.67 | 67.03 | 65.92 | |
| SlideAve2025.03 | 62.96 | 68.13 | 62.5 | |
| SlideMax2025.03 | 62.96 | 56.59 | 62.91 | |
| BatMIL2026.05 | 59.3 | 60.2 | 57.2 | |
| ABMIL2025.03 | 59.26 | 62.09 | 59.03 | |
| DTFD-MIL2025.03 | 59.26 | 68.13 | 58.35 | |
| MambaMIL2025.03 | 59.26 | 58.24 | 58.35 | |
| DTFD-MIL2026.05 | 59.2 | 68.1 | 58.4 | |
| ABMIL2026.05 | 55.7 | 62.1 | 55.5 | |
| DSMIL2026.05 | 55.7 | 60.4 | 55.5 | |
| ZoomMIL2026.05 | 55.7 | 57 | 54 | |
| TransMIL2026.05 | 55.7 | 68.1 | 55 | |
| GigaPath2026.05 | 55.7 | 50.6 | 55 | |
| S4MIL2026.05 | 55.7 | 58.2 | 54 | |
| MambaMIL2026.05 | 55.7 | 58.8 | 55.5 | |
| MamMIL2026.05 | 55.7 | 67.7 | 55.5 | |
| S4MIL2025.03 | 55.56 | 56.04 | 55.49 | |
| PathRWKV2026.05 | 55.5 | 70.8 | 70.3 | |
| CLAM2026.05 | 51.9 | 53.9 | 51.6 | |
| HiGT2026.05 | 50.3 | 57 | 54 | |
| PatchGCN2026.05 | 50.2 | 56.6 | 55.5 |