Continual Learning Performance (AT & BWT) on VTAB
94.61Average Task Accuracy (AT)Fly-CL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fly-CLBackbone=ViT-B/162025.10 | 94.61 | -2.01 | |
| EASEBackbone=ViT-B/162025.10 | 93.3 | -2.48 | |
| F-OALBackbone=ViT-B/162025.10 | 92.91 | -2.66 | |
| RanPACBackbone=ViT-B/162025.10 | 89.97 | -3.79 | |
| SEMABackbone=ViT-B/162025.10 | 89.28 | -4.06 | |
| MoE-AdapterBackbone=ViT-B/162025.10 | 88.06 | -4.51 | |
| InfLoRABackbone=ViT-B/162025.10 | 87.88 | -4.59 | |
| DualPromptBackbone=ViT-B/162025.10 | 79.83 | -7.63 | |
| L2PBackbone=ViT-B/162025.10 | 79.12 | -8.04 |