Base-to-New Generalization on 11-Dataset Average (8-shot)
80.73Base ScoreCoOp
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CoOpBackbone=ViT-B/162023.03 | 80.73 | 68.39 | 73.5 | |
| ProGradBackbone=ViT-B/162023.03 | 80.62 | 71.02 | 75.2 | |
| CoCoOpBackbone=ViT-B/162023.03 | 78.56 | 72 | 74.9 | |
| KgCoOpBackbone=ViT-B/162023.03 | 78.36 | 73.89 | 76.06 | |
| ProGradBackbone=ResNet-502023.03 | 76.25 | 64.74 | 70.03 | |
| CoOpBackbone=ResNet-502023.03 | 74.72 | 58.05 | 65.34 | |
| KgCoOpBackbone=ResNet-502023.03 | 74.08 | 67.86 | 70.84 | |
| CoCoOpBackbone=ResNet-502023.03 | 73.4 | 66.42 | 69.29 |