Vision Continual Learning on DomainNet Inc-69
78.67Average AccuracyAdapter + Cls.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Adapter + Cls.Optimization=FO2026.05 | 78.67 | 72.85 | 4.64 | |
| ZO-FC+RISEOptimization=ZO2026.05 | 77.57 | 71.44 | 3.91 | |
| ZO-FCOptimization=ZO2026.05 | 77.17 | 71.05 | 4.19 | |
| EASEOptimization=FO2026.05 | 75.91 | 70.24 | 8.54 | |
| Learnable Cls.Optimization=FO2026.05 | 75.85 | 69.88 | 3.7 | |
| APER AdapterOptimization=FO2026.05 | 71.24 | 64.93 | 6.72 | |
| EASEOptimization=ZO2026.05 | 63.1 | 56.8 | 7.22 | |
| APER AdapterOptimization=ZO2026.05 | 62.45 | 56.67 | 6.89 | |
| Learnable Cls.Optimization=ZO2026.05 | 52.7 | 46.21 | 7.37 | |
| Adapter + Cls.Optimization=ZO2026.05 | 48.24 | 44.29 | 4.56 |