Base-to-New Generalization on 11 Datasets Average (16-shot)
0.8263Base PerformanceCoOp
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CoOpBackbone=ViT-B/162023.03 | 0.8263 | 0.6799 | 0.746 | |
| ProGradBackbone=ViT-B/162023.03 | 0.8248 | 0.7075 | 0.7616 | |
| KgCoOpBackbone=ViT-B/162023.03 | 0.8073 | 0.736 | 0.77 | |
| CoCoOpBackbone=ViT-B/162023.03 | 0.8047 | 0.7169 | 0.7583 | |
| ProGradBackbone=ResNet-502023.03 | 0.7798 | 0.6441 | 0.6994 | |
| CoOpBackbone=ResNet-502023.03 | 0.7724 | 0.574 | 0.6586 | |
| KgCoOpBackbone=ResNet-502023.03 | 0.7551 | 0.6753 | 0.713 | |
| CoCoOpBackbone=ResNet-502023.03 | 0.752 | 0.6364 | 0.689 |