Class-Incremental Learning on Mini-ImageNet100 5-task setting
94.86Accuracy (Last Task)MoP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MoPRequires Memory Samples=false2025.12 | 94.86 | 96.97 | |
| Lang-CLRequires Memory Samples=false2025.12 | 94.07 | 96.13 | |
| PR-CLIPRequires Memory Samples=true2025.12 | 93.57 | 95.77 | |
| MoE-AdaptersRequires Memory Samples=false2025.12 | 92.98 | 95.45 | |
| PROOFRequires Memory Samples=true2025.12 | 92.8 | 95.48 | |
| SLCARequires Memory Samples=false2025.12 | 92.64 | 95.74 | |
| DualPromptRequires Memory Samples=false2025.12 | 92.49 | 91.88 | |
| EASERequires Memory Samples=false2025.12 | 92.43 | 94.95 | |
| L2PRequires Memory Samples=false2025.12 | 92.36 | 95.21 | |
| CODA-PromptRequires Memory Samples=false2025.12 | 90.05 | 92.02 | |
| Continual-CLIPRequires Memory Samples=false2025.12 | 89.99 | 92.65 | |
| AttriCLIPRequires Memory Samples=false2025.12 | 87.67 | 93.05 |