Domain-incremental learning on ImageNet-R
87.35AccuracyCMM
Evaluation Results
| Method | Links | |
|---|---|---|
| CMMMemory=Θ(1)2025.09 | 87.35 | |
| LwFMemory=Θ(1)2025.09 | 84.78 | |
| MaxAbsMemory=Θ(N)2025.09 | 83.93 | |
| TIESMemory=Θ(N)2025.09 | 83.9 | |
| EWCMemory=Θ(1)2025.09 | 83.77 | |
| AvgMemory=Θ(N)2025.09 | 82.98 | |
| RandMixMemory=Θ(N)2025.09 | 82.28 | |
| InTActRef.=This Paper2025.11 | 74.23 | |
| KA-PromptRef.=ICML 20252025.11 | 66.51 | |
| C-PromptRef.=IJCV 20242025.11 | 62.43 | |
| CpromptRef.=CVPR 20242025.11 | 59.48 | |
| DualPromptRef.=ECCV 20222025.11 | 59.47 | |
| LwFRef.=T-PAMI 20172025.11 | 57.11 | |
| L2PRef.=CVPR 20222025.11 | 56.55 | |
| CODA-PRef.=CVPR 20232025.11 | 55.21 | |
| EWCRef.=PNAS 20172025.11 | 51.83 | |
| InfLoRARef.=CVPR 20242025.11 | 41.2 | |
| S-PromptsRef.=NeurIPS 20222025.11 | 27.23 | |
| ESNRef.=AAAI 20232025.11 | 16.39 |