Medical Classification on H1 Source Hospital
94.24Acc (Per-Patient)Source-Only (No CL)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Source-Only (No CL)Backbone=SwinT2025.11 | 94.24 | 93.27 | |
| Source-Only (No CL)Backbone=ResNet2025.11 | 93.17 | 91.94 | |
| Stable-DriftBackbone=SwinT2025.11 | 92.45 | 89.54 | |
| Random ReplayBackbone=SwinT2025.11 | 92.21 | 87.82 | |
| Stable-DriftBackbone=ResNet2025.11 | 88.13 | 87 | |
| Random ReplayBackbone=ResNet2025.11 | 87.29 | 87.53 | |
| Naive Fine-tuningBackbone=ResNet2025.11 | 71.58 | 66.7 | |
| Naive Fine-tuningBackbone=SwinT2025.11 | 51.8 | 58.79 |