Whole Slide Image Classification on BCNB
53.3AccuracyRaLMPH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RaLMPHBackbone=DTFD-MIL-AFS [27]2026.06 | 53.3 | 78.1 | |
| RaLMPH w.o. Adapt. K*Backbone=DTFD-MIL-AFS [27]2026.06 | 52 | 77.8 | |
| MVBackbone=DTFD-MIL-AFS [27]2026.06 | 51.3 | 75.9 | |
| SLBackbone=DTFD-MIL-AFS [27]2026.06 | 51.1 | 76.1 | |
| EnsembleBackbone=DTFD-MIL-AFS [27]2026.06 | 51.1 | 76.4 | |
| RaLMPH w.o. ΦBackbone=DTFD-MIL-AFS [27]2026.06 | 50.7 | 76.8 | |
| GLADBackbone=DTFD-MIL-AFS [27]2026.06 | 50.3 | 75.9 | |
| DL-CLBackbone=DTFD-MIL-AFS [27]2026.06 | 50.3 | 77 | |
| IWBVTBackbone=DTFD-MIL-AFS [27]2026.06 | 49.9 | 75.8 | |
| RaLMPH w.o. JknBackbone=DTFD-MIL-AFS [27]2026.06 | 49.9 | 76.8 | |
| NWVNCBackbone=DTFD-MIL-AFS [27]2026.06 | 49.7 | 75 | |
| KFNNBackbone=DTFD-MIL-AFS [27]2026.06 | 47.1 | 75 | |
| RaLMPHBackbone=TransMIL [20]2026.06 | 46 | 71.2 | |
| RaLMPH w.o. Adapt. K*Backbone=TransMIL [20]2026.06 | 45.4 | 70.5 | |
| EnsembleBackbone=TransMIL [20]2026.06 | 44.1 | 68.1 | |
| NWVNCBackbone=TransMIL [20]2026.06 | 44 | 69.5 | |
| RaLMPH w.o. JknBackbone=TransMIL [20]2026.06 | 43.8 | 70.1 | |
| DL-CLBackbone=TransMIL [20]2026.06 | 43.3 | 67.6 | |
| RaLMPH w.o. ΦBackbone=TransMIL [20]2026.06 | 43.2 | 70 | |
| GLADBackbone=TransMIL [20]2026.06 | 42.3 | 68.5 | |
| SLBackbone=TransMIL [20]2026.06 | 42.2 | 66.7 | |
| MVBackbone=TransMIL [20]2026.06 | 41.3 | 67.4 | |
| IWBVTBackbone=TransMIL [20]2026.06 | 40.2 | 65.8 | |
| KFNNBackbone=TransMIL [20]2026.06 | 39.3 | 67.9 |