Domain-Incremental Learning on DR APTOS → DDR → DRD
85Average AccuracyResidual SODAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Residual SODAPCL-Type=Ours2026.03 | 85 | 4.7 | |
| OS-Prompt++CL-Type=PCL2026.03 | 76.9 | 11.3 | |
| MoE-AdaptersCL-Type=Arch-CL2026.03 | 71.6 | 8 | |
| Online EWCCL-Type=Reg-CL2026.03 | 71.5 | 17.4 | |
| Coda-PromptCL-Type=PCL2026.03 | 68.8 | 14 | |
| OS-PromptCL-Type=PCL2026.03 | 66.6 | 13.2 | |
| DER++CL-Type=Reh-CL2026.03 | 60.7 | 28.8 | |
| Dual-promptCL-Type=PCL2026.03 | 46.7 | 29.1 |