Continual Learning on TCGA NSCLC->BRCA->RCC->ESCA (test)
86.8ACCOurs (AKD+PMP)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours (AKD+PMP)Buffer Size=30 WSIs2025.05 | 86.8 | -0.071 | |
| Ours (AKD+PMP)Buffer Size=10 WSIs2025.05 | 80.3 | -0.171 | |
| Ours (AKD+PMP)Buffer Size=5 WSIs2025.05 | 76.3 | -0.222 | |
| ConSlideBuffer Size=6600 regions ≈ 30 WSIs2025.05 | 65.9 | -0.075 | |
| ConSlideBuffer Size=2200 regions ≈ 10 WSIs2025.05 | 59.4 | -0.092 | |
| ConSlideBuffer Size=1100 regions ≈ 5 WSIs2025.05 | 55.3 | -0.066 |