Domain Generalization on ImageNet-Sketch
51.6Top-1 AccTransCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| TransCLIPEvaluation Protocol=Adapter, Transduction=true, Shots=162024.06 | 51.6 | |
| TransCLIPEvaluation Protocol=Zero-shot, Prompting Strategy=custom templates, Transduction=true, Shots=02024.06 | 51.1 | |
| TransCLIPEvaluation Protocol=Prompt-tuning, Transduction=true, Shots=162024.06 | 50.3 | |
| TransCLIPEvaluation Protocol=Zero-shot, Prompting Strategy=a photo of a..., Transduction=true, Shots=02024.06 | 49.7 | |
| TaskResEvaluation Protocol=Adapter, Transduction=false, Shots=162024.06 | 49.2 | |
| CLIP-ViT-B/16Evaluation Protocol=Zero-shot, Prompting Strategy=custom templates, Transduction=false, Shots=02024.06 | 48.4 | |
| CoOpEvaluation Protocol=Prompt-tuning, Transduction=false, Shots=162024.06 | 47.2 | |
| CLIP-ViT-B/16Evaluation Protocol=Zero-shot, Prompting Strategy=a photo of a..., Transduction=false, Shots=02024.06 | 46 |