Classification on c16
87.3Balanced AccuracyUNI-2
Evaluation results
| Method | Links | |
|---|---|---|
| UNI-2#WSIs=350k2025.04 | 87.3 | |
| Midnight-92k#WSIs=92k2025.04 | 87.2 | |
| tcga-100M#WSIs=12k2025.04 | 87 | |
| Midnight-12k#WSIs=12k2025.04 | 86.9 | |
| Midnight-92k/392#WSIs=92k2025.04 | 86.8 | |
| Virchow2#WSIs=3.1M2025.04 | 86 | |
| UNI#WSIs=100k2025.04 | 85.4 | |
| Hibou-L#WSIs=1.1M2025.04 | 85.2 | |
| H-Optimus-0#WSIs=500k2025.04 | 84.7 | |
| Kaiko-B8#WSIs=29k2025.04 | 83.6 | |
| Prov_GigaPath#WSIs=171k2025.04 | 81.2 | |
| SFDA-DePArchitecture=DeepMIL2026.03 | 72.1 | |
| SFDA-DePArchitecture=PixelCAM2026.03 | 67.2 | |
| SFDA-DePArchitecture=SAT2026.03 | 66.8 | |
| CDCLArchitecture=SAT2026.03 | 66.6 | |
| ERLArchitecture=SAT2026.03 | 66.6 | |
| SFDA-DEArchitecture=SAT2026.03 | 62.9 | |
| ERLArchitecture=PixelCAM2026.03 | 59.7 | |
| CDCLArchitecture=DeepMIL2026.03 | 54.1 | |
| Source onlyArchitecture=SAT2026.03 | 54 | |
| RGVArchitecture=SAT2026.03 | 54 | |
| Source onlyArchitecture=DeepMIL2026.03 | 54 | |
| ERLArchitecture=DeepMIL2026.03 | 53.8 | |
| RGVArchitecture=PixelCAM2026.03 | 52.9 | |
| RGVArchitecture=DeepMIL2026.03 | 52.9 | |
| vitg14 (initial)#WSIs=02025.04 | 52.6 | |
| SFDA-DEArchitecture=DeepMIL2026.03 | 51.9 | |
| Source onlyArchitecture=PixelCAM2026.03 | 51.8 | |
| SFDA-DEArchitecture=PixelCAM2026.03 | 51.8 | |
| CDCLArchitecture=PixelCAM2026.03 | 51.8 | |
| vitg14 (nat. img.)#WSIs=02025.04 | 50 |