Continual Learning on CIFAR-100 B50 Inc10
83.72Average AccuracyHDSD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HDSDBase Classes (B)=50, Incremental Classes (Inc)=102026.05 | 83.72 | 80.96 | |
| RAPFBase Classes (B)=50, Incremental Classes (Inc)=102026.05 | 83.53 | 80.33 | |
| ADAM-AdapterBase Classes (B)=50, Incremental Classes (Inc)=102026.05 | 83.21 | 76.94 | |
| PROOFBase Classes (B)=50, Incremental Classes (Inc)=102026.05 | 83.17 | 76.5 | |
| BOFABase Classes (B)=50, Incremental Classes (Inc)=102026.05 | 82.99 | 78.7 | |
| ENGINEBase Classes (B)=50, Incremental Classes (Inc)=102026.05 | 82.28 | 78.49 | |
| L2P++Base Classes (B)=50, Incremental Classes (Inc)=102026.05 | 76.51 | 48.52 | |
| DualPromptBase Classes (B)=50, Incremental Classes (Inc)=102026.05 | 72 | 45.05 | |
| CODABase Classes (B)=50, Incremental Classes (Inc)=102026.05 | 67.88 | 28.77 |