Class-Incremental Learning on ImageNet-R (20-split)
79.4AccuracyARCL-ViT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ARCL-ViTVenue=This work2026.02 | 79.4 | 6.59 | |
| CPrompt-KACVenue=CVPR’252026.02 | 75.73 | — | |
| VPT-CPGVenue=AAAI’252026.02 | 75.33 | 7.08 | |
| SD-LoRAVenue=ICLR’252026.02 | 75.26 | — | |
| ConvPromptVenue=CVPR’242026.02 | 75.1 | 4.1 | |
| CPromptVenue=CVPR’242026.02 | 74.79 | 7.34 | |
| SEMAVenue=CVPR’252026.02 | 74.53 | — | |
| EvoPromptVenue=AAAI’242026.02 | 74.41 | 2.56 | |
| OVOR-DeepVenue=ICLR’242026.02 | 73.85 | 6.8 | |
| LoRA-DRSVenue=CVPR’252026.02 | 73.78 | — | |
| OS-Prompt++Venue=ECCV’242026.02 | 73.77 | 0.79 | |
| EASEVenue=CVPR’242026.02 | 73.27 | 8.51 | |
| BiLoRAVenue=CVPR’252026.02 | 72.41 | — | |
| CODA-PromptVenue=CVPR’232026.02 | 72.37 | 0.96 | |
| CAPromptVenue=AAAI’252026.02 | 71.24 | 6.45 | |
| APGVenue=ICCV’232026.02 | 71.22 | 7.39 | |
| InfLoRAVenue=CVPR’242026.02 | 71.01 | 6.83 | |
| ESNVenue=AAAI’232026.02 | 64.77 | 6.65 | |
| DualPromptVenue=ECCV’222026.02 | 63.21 | 5.28 | |
| L2PVenue=CVPR’222026.02 | 59.38 | 5.89 | |
| Seq-FTVenue=Baseline2026.02 | 39.63 | 53.98 |