Continual Learning on CUB-200 (50 tasks)
89.44Accuracy (Last Task)SR2-LoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SR2-LoRABackbone=ViT-B/16-IN21K2026.05 | 89.44 | 94.3 | |
| MOSBackbone=ViT-B/16-IN21K2026.05 | 89.28 | 93.47 | |
| LoRA-DRSBackbone=ViT-B/16-IN21K2026.05 | 86.97 | 92.7 | |
| EASEBackbone=ViT-B/16-IN21K2026.05 | 86.46 | 92.38 | |
| SSIATBackbone=ViT-B/16-IN21K2026.05 | 83.64 | 91.84 | |
| MACILBackbone=ViT-B/16-IN21K2026.05 | 82.06 | 91.04 | |
| SLCABackbone=ViT-B/16-IN21K2026.05 | 78.47 | 88.38 | |
| CODA-PromptBackbone=ViT-B/16-IN21K2026.05 | 46.25 | 63.25 |