Domain Incremental Learning on CORe50 (Unknown Scenarios)
94.37Average Accuracy (AA)HEDP
Evaluation Results
| Method | Links | |
|---|---|---|
| HEDPPrompt=true, Buffer (/class)=02026.05 | 94.37 | |
| ESNPrompt=true, Buffer (/class)=02026.05 | 91.8 | |
| MoP-CLIPPrompt=true, Buffer (/class)=02026.05 | 91.43 | |
| CP-PromptPrompt=true, Buffer (/class)=02026.05 | 90.67 | |
| S-liPromptsPrompt=true, Buffer (/class)=02026.05 | 87.07 | |
| L2PPrompt=true, Buffer (/class)=502026.05 | 81.07 | |
| ERPrompt=false, Buffer (/class)=502026.05 | 80.1 | |
| Co2LPrompt=false, Buffer (/class)=502026.05 | 79.75 | |
| DER++Prompt=false, Buffer (/class)=502026.05 | 79.7 | |
| BiCPrompt=false, Buffer (/class)=502026.05 | 79.28 | |
| DyToxPrompt=true, Buffer (/class)=502026.05 | 79.21 | |
| L2PPrompt=true, Buffer (/class)=02026.05 | 78.33 | |
| LwFPrompt=false, Buffer (/class)=02026.05 | 75.45 | |
| GDumbPrompt=false, Buffer (/class)=502026.05 | 74.92 | |
| EWCPrompt=false, Buffer (/class)=02026.05 | 74.82 |