Continual Learning on CIFAR-100 (Memory Usage)
6.7Memory Usage (GB)Fly-CL
Evaluation results
| Method | Links | |
|---|---|---|
| Fly-CLBackbone=ViT-B/162025.10 | 6.7 | |
| EASEBackbone=ViT-B/162025.10 | 12.2 | |
| RanPACBackbone=ViT-B/162025.10 | 12.2 | |
| F-OALBackbone=ViT-B/162025.10 | 12.2 | |
| SEMABackbone=ViT-B/162025.10 | 12.9 | |
| DualPromptBackbone=ViT-B/162025.10 | 13.6 | |
| InfLoRABackbone=ViT-B/162025.10 | 14.1 | |
| L2PBackbone=ViT-B/162025.10 | 16.4 | |
| MoE-AdapterBackbone=ViT-B/162025.10 | 20.2 |