Coarse-grained object recognition on CIFAR100 T=10
91.94Last Task AccuracyVILA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VILABackbone=ViT-B/162026.02 | 91.94 | 95.09 | |
| LoRanPACBackbone=ViT-B/162026.02 | 91.32 | 94.6 | |
| CL-LoRABackbone=ViT-B/162026.02 | 88.17 | 92.41 | |
| SD-LoRABackbone=ViT-B/162026.02 | 87.5 | 92.31 | |
| EASEBackbone=ViT-B/162026.02 | 87.21 | 92.04 | |
| CODA-PromptBackbone=ViT-B/162026.02 | 86.85 | 91.3 | |
| RanPACBackbone=ViT-B/162026.02 | 86.4 | 90.93 | |
| APER-AdapterBackbone=ViT-B/162026.02 | 85.8 | 90.91 | |
| L2PBackbone=ViT-B/162026.02 | 84.29 | 89.23 | |
| DualPromptBackbone=ViT-B/162026.02 | 82.3 | 87.36 | |
| ENGINEBackbone=ViT-B/162026.02 | 79.29 | 86.87 |