Domain Generalization on ImageNet Variants Aggregated Domain Generalization
64.3Avg AccTransCLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TransCLIPEvaluation Protocol=Adapter, Transduction=true, Shots=162024.06 | 64.3 | 61.8 | |
| TransCLIPEvaluation Protocol=Zero-shot, Prompting Strategy=custom templates, Transduction=true, Shots=02024.06 | 63.2 | 61.1 | |
| TaskResEvaluation Protocol=Adapter, Transduction=false, Shots=162024.06 | 63.2 | 60.7 | |
| TransCLIPEvaluation Protocol=Prompt-tuning, Transduction=true, Shots=162024.06 | 63 | 60.4 | |
| CLIP-ViT-B/16Evaluation Protocol=Zero-shot, Prompting Strategy=custom templates, Transduction=false, Shots=02024.06 | 61.6 | 59.8 | |
| CoOpEvaluation Protocol=Prompt-tuning, Transduction=false, Shots=162024.06 | 61.5 | 59 | |
| TransCLIPEvaluation Protocol=Zero-shot, Prompting Strategy=a photo of a..., Transduction=true, Shots=02024.06 | 61.4 | 59.2 | |
| CLIP-ViT-B/16Evaluation Protocol=Zero-shot, Prompting Strategy=a photo of a..., Transduction=false, Shots=02024.06 | 59 | 57.1 |