Class-Incremental Learning on Mini-ImageNet100 (10-task setting)
94.38Last AccuracyMoP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoPRequires Memory Samples=false2025.12 | 94.38 | 96.86 | |
| Lang-CLRequires Memory Samples=false2025.12 | 93.91 | 96.53 | |
| PR-CLIPRequires Memory Samples=true2025.12 | 93.07 | 95.19 | |
| PROOFRequires Memory Samples=true2025.12 | 92.88 | 95.83 | |
| MoE-AdaptersRequires Memory Samples=false2025.12 | 91.92 | 95.24 | |
| EASERequires Memory Samples=false2025.12 | 91.73 | 95.4 | |
| L2PRequires Memory Samples=false2025.12 | 90.97 | 94.94 | |
| Continual-CLIPRequires Memory Samples=false2025.12 | 89.99 | 93.13 | |
| SLCARequires Memory Samples=false2025.12 | 89.13 | 94.46 | |
| AttriCLIPRequires Memory Samples=false2025.12 | 86.24 | 91.74 | |
| DualPromptRequires Memory Samples=false2025.12 | 85.77 | 91.47 | |
| CODA-PromptRequires Memory Samples=false2025.12 | 85.77 | 91.47 |