Medical Classification on H2 Target Hospital
95.31Accuracy Per-PatientNaive Fine-tuning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Naive Fine-tuningBackbone=SwinT2025.11 | 95.31 | 93.62 | |
| Stable-DriftBackbone=SwinT2025.11 | 93.75 | 90.19 | |
| Random ReplayBackbone=SwinT2025.11 | 90.7 | 83.35 | |
| Stable-DriftBackbone=ResNet2025.11 | 89.29 | 81.52 | |
| Source-Only (No CL)Backbone=ResNet2025.11 | 88.66 | 82.55 | |
| Source-Only (No CL)Backbone=SwinT2025.11 | 88.17 | 81.6 | |
| Random ReplayBackbone=ResNet2025.11 | 79.01 | 78.86 | |
| Naive Fine-tuningBackbone=ResNet2025.11 | 69.87 | 90.41 |