Domain Incremental Learning on DomainNet Known
74.19AA (all)HEDP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HEDPPrompt=true, Buffer (/class)=02026.05 | 74.19 | 74.43 | |
| CP-PromptPrompt=true, Buffer (/class)=02026.05 | 73.15 | 73.52 | |
| MoP-CLIPPrompt=true, Buffer (/class)=02026.05 | 69.72 | 70.39 | |
| S-liPromptsPrompt=true, Buffer (/class)=02026.05 | 67.75 | 67.59 | |
| ESNPrompt=true, Buffer (/class)=02026.05 | 66.46 | 66.44 | |
| DyToxPrompt=true, Buffer (/class)=502026.05 | 62.94 | — | |
| SupConPrompt=false, Buffer (/class)=02026.05 | 50.9 | — | |
| BYOLPrompt=false, Buffer (/class)=02026.05 | 49.7 | — | |
| LwFPrompt=false, Buffer (/class)=02026.05 | 49.2 | — | |
| Barlow TwinsPrompt=false, Buffer (/class)=02026.05 | 48.9 | — | |
| EWCPrompt=false, Buffer (/class)=02026.05 | 47.6 | — | |
| SimCLRPrompt=false, Buffer (/class)=02026.05 | 44.2 | — | |
| L2PPrompt=true, Buffer (/class)=02026.05 | 40.1 | — | |
| DyToxPrompt=true, Buffer (/class)=02026.05 | 13.5 | — |