Domain Incremental Learning on CDDB-Hard (Known domains)
93.72Average AccuracyHEDP(Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HEDP(Ours)Prompt=true, Buffer (/class)=02026.05 | 93.72 | -0.08 | |
| CP-PromptPrompt=true, Buffer (/class)=02026.05 | 93.65 | -0.25 | |
| S-liPromptsPrompt=true, Buffer (/class)=02026.05 | 88.65 | -0.69 | |
| MoP-CLIPPrompt=true, Buffer (/class)=02026.05 | 88.56 | -0.8 | |
| DyToxPrompt=true, Buffer (/class)=502026.05 | 86.21 | -1.55 | |
| LUCIRPrompt=false, Buffer (/class)=1002026.05 | 82.53 | -5.34 | |
| LUCIRPrompt=false, Buffer (/class)=502026.05 | 80.77 | -7.85 | |
| iCaRLPrompt=false, Buffer (/class)=1002026.05 | 79.76 | -8.73 | |
| LRCILPrompt=false, Buffer (/class)=1002026.05 | 76.39 | -4.39 | |
| LRCILPrompt=false, Buffer (/class)=502026.05 | 74.01 | -8.62 | |
| iCaRLPrompt=false, Buffer (/class)=502026.05 | 73.98 | -14.5 | |
| L2PPrompt=true, Buffer (/class)=02026.05 | 61.28 | -9.23 | |
| LwFPrompt=false, Buffer (/class)=02026.05 | 60.94 | -13.53 | |
| ESNPrompt=true, Buffer (/class)=02026.05 | 53.97 | -19.98 | |
| DyToxPrompt=true, Buffer (/class)=02026.05 | 51.27 | -45.85 | |
| EWCPrompt=false, Buffer (/class)=02026.05 | 50.59 | -42.62 |