Accuracy on Continual Learning on ImageNet-R (test)
87.55AccuracyJoint
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JointMemory=N/A2025.09 | 87.55 | 89.24 | |
| LwFMemory=Θ(1)2025.09 | 82.97 | 78.21 | |
| CMMMemory=Θ(1)2025.09 | 82.69 | 80.21 | |
| EWCMemory=Θ(1)2025.09 | 82.42 | 79.33 | |
| MaxAbsMemory=Θ(N)2025.09 | 82.33 | 79.54 | |
| TIESMemory=Θ(N)2025.09 | 82.27 | 79.75 | |
| RandMixMemory=Θ(N)2025.09 | 81.88 | 79.46 | |
| AvgMemory=Θ(N)2025.09 | 81.87 | 79.46 | |
| MaPLeMemory=Θ(1)2025.09 | 79.71 | 77.12 | |
| PROOFMemory=Θ(N)2025.09 | 79.7 | 78.13 | |
| CODA-PMemory=Θ(N)2025.09 | 79.5 | 77.95 | |
| CoOpMemory=Θ(1)2025.09 | 78.66 | 74.62 | |
| CLIP-AdapterMemory=Θ(1)2025.09 | 78.1 | 73.21 | |
| Zero-shotMemory=Θ(1)2025.09 | 77.73 | 72.32 | |
| Continual-CLIPMemory=Θ(1)2025.09 | 76.94 | 72.6 | |
| AttriCLIPMemory=Θ(1)2025.09 | 76.53 | 72.49 | |
| DualPromptMemory=Θ(N)2025.09 | 76.41 | 75.36 | |
| VPTMemory=Θ(1)2025.09 | 74 | 66.66 | |
| L2PMemory=Θ(N)2025.09 | 69.33 | 69.69 | |
| iCaRLMemory=Θ(N)2025.09 | 43.71 | 50.66 |