Whole Slide Image Classification on In-house
71.8AccuracyRaLMPH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RaLMPHBackbone=DTFD-MIL-AFS [27]2026.06 | 71.8 | 91.3 | |
| GLADBackbone=DTFD-MIL-AFS [27]2026.06 | 70.8 | 89 | |
| RaLMPH w.o. Adapt. K*Backbone=DTFD-MIL-AFS [27]2026.06 | 70.5 | 90.9 | |
| DL-CLBackbone=DTFD-MIL-AFS [27]2026.06 | 70.3 | 90.9 | |
| RaLMPH w.o. ΦBackbone=DTFD-MIL-AFS [27]2026.06 | 70 | 90.7 | |
| SLBackbone=DTFD-MIL-AFS [27]2026.06 | 69.7 | 91.3 | |
| EnsembleBackbone=DTFD-MIL-AFS [27]2026.06 | 68 | 92.3 | |
| RaLMPH w.o. JknBackbone=DTFD-MIL-AFS [27]2026.06 | 67.8 | 90.5 | |
| MVBackbone=DTFD-MIL-AFS [27]2026.06 | 66.5 | 90.4 | |
| IWBVTBackbone=DTFD-MIL-AFS [27]2026.06 | 66.2 | 90.8 | |
| KFNNBackbone=DTFD-MIL-AFS [27]2026.06 | 64.4 | 89.6 | |
| RaLMPHBackbone=TransMIL [20]2026.06 | 62.7 | 94.1 | |
| SLBackbone=TransMIL [20]2026.06 | 61.9 | 93.3 | |
| EnsembleBackbone=TransMIL [20]2026.06 | 61.7 | 93.5 | |
| MVBackbone=TransMIL [20]2026.06 | 61.6 | 92 | |
| GLADBackbone=TransMIL [20]2026.06 | 61.3 | 88.7 | |
| RaLMPH w.o. JknBackbone=TransMIL [20]2026.06 | 61 | 92.8 | |
| RaLMPH w.o. ΦBackbone=TransMIL [20]2026.06 | 60.5 | 93.4 | |
| RaLMPH w.o. Adapt. K*Backbone=TransMIL [20]2026.06 | 60.4 | 92.6 | |
| NWVNCBackbone=DTFD-MIL-AFS [27]2026.06 | 60.3 | 90.1 | |
| DL-CLBackbone=TransMIL [20]2026.06 | 57.7 | 91.9 | |
| KFNNBackbone=TransMIL [20]2026.06 | 57.4 | 90 | |
| IWBVTBackbone=TransMIL [20]2026.06 | 56.9 | 89.4 | |
| NWVNCBackbone=TransMIL [20]2026.06 | 53.3 | 86.1 |