Continual Learning on DomainNet 10S (10 sessions)
87.33Accuracy LastLoDA + CA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LoDA + CAFeature Replay=true2026.02 | 87.33 | 91.4 | |
| MACILVenue=ICML-25, Feature Replay=true2026.02 | 86.62 | 90.88 | |
| LoDAFeature Replay=false2026.02 | 85.49 | 90.15 | |
| SSIATVenue=CVPR-24, Feature Replay=true2026.02 | 85.11 | 89.8 | |
| LoRA-P&MVenue=NIPS-25, Feature Replay=false2026.02 | 84.35 | 89.43 | |
| SLCAVenue=ICCV-23, Feature Replay=true2026.02 | 84.35 | 88.56 | |
| DualPromptVenue=ECCV’22, Feature Replay=false2026.02 | 81.7 | 87.8 | |
| InfLoRAVenue=CVPR-24, Feature Replay=false2026.02 | 81.45 | 87.55 | |
| L2PVenue=CVPR’22, Feature Replay=false2026.02 | 81.17 | 87.43 | |
| SD-LoRAVenue=ICLR-25, Feature Replay=false2026.02 | 81.01 | 86.85 | |
| CODAPromptVenue=CVPR’23, Feature Replay=false2026.02 | 80.04 | 86.27 | |
| Bi-LoRAVenue=CVPR-25, Feature Replay=false2026.02 | 76.56 | 83.2 |