Domain Incremental Learning on DomainNet
67.09Average AccuracyHEDP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HEDPPrompt=true, Buffer (/class)=02026.05 | 67.09 | — | — | |
| MoP-CLIPPrompt=true, Buffer (/class)=02026.05 | 63.97 | — | — | |
| KA-PromptRef.=ICML 20252025.11 | 62.91 | — | — | |
| ESNPrompt=true, Buffer (/class)=02026.05 | 59.51 | — | — | |
| C-PromptRef.=IJCV 20242025.11 | 58.66 | — | — | |
| S-liPromptsPrompt=true, Buffer (/class)=02026.05 | 58.11 | — | — | |
| CP-PromptPrompt=true, Buffer (/class)=02026.05 | 57.57 | — | — | |
| InTActRef.=This Paper2025.11 | 56.66 | — | — | |
| CODA-PRef.=CVPR 20232025.11 | 55.81 | — | — | |
| DualPromptRef.=ECCV 20222025.11 | 55.18 | — | — | |
| LwFRef.=T-PAMI 20172025.11 | 54.85 | — | — | |
| L2PRef.=CVPR 20222025.11 | 53.74 | — | — | |
| CpromptRef.=CVPR 20242025.11 | 52.88 | — | — | |
| InfLoRARef.=CVPR 20242025.11 | 48.76 | — | — | |
| EWCRef.=PNAS 20172025.11 | 47.1 | — | — | |
| ESNRef.=AAAI 20232025.11 | 45.74 | — | — | |
| S-PromptsRef.=NeurIPS 20222025.11 | 44.08 | — | — | |
| AvgMemory=Θ(N)2025.09 | — | 64.98 | — | |
| CMMMemory=Θ(1)2025.09 | — | 67.27 | — | |
| EWCMemory=Θ(1)2025.09 | — | 56.58 | — | |
| HiDe-Prompt2024.03 | — | 71.48 | 76.15 | |
| InfLoRA2024.03 | — | 74.53 | 79.57 | |
| LwFMemory=Θ(1)2025.09 | — | 69.76 | — | |
| MaxAbsMemory=Θ(N)2025.09 | — | 67.51 | — | |
| RandMixMemory=Θ(N)2025.09 | — | 64.31 | — | |
| SeqLORA2024.03 | — | 71.69 | 78.68 | |
| TIESMemory=Θ(N)2025.09 | — | 66.42 | — |