Image Classification on DollarStreet Asia (Target)
63.8Top-1 Balanced AccCountryInPrompt+LLM Reg
Evaluation results
| Method | Links | |
|---|---|---|
| CountryInPrompt+LLM RegEncoder=ViT-B/16, Shots per class=162024.01 | 63.8 | |
| CountryInPrompt RegEncoder=ViT-B/16, Shots per class=162024.01 | 63 | |
| CountryLLM RegEncoder=ViT-B/16, Shots per class=162024.01 | 63 | |
| KgCoOpEncoder=ViT-B/16, Shots per class=162024.01 | 62.6 | |
| CoOpEncoder=ViT-B/16, Shots per class=162024.01 | 61.5 | |
| CoCoOpEncoder=ViT-B/16, Shots per class=162024.01 | 61.2 | |
| CountryInPrompt+LLM RegEncoder=RN50, Shots per class=162024.01 | 54.5 | |
| CountryLLM RegEncoder=RN50, Shots per class=162024.01 | 54.2 | |
| KgCoOpEncoder=RN50, Shots per class=162024.01 | 53.9 | |
| CountryInPrompt RegEncoder=RN50, Shots per class=162024.01 | 53.9 | |
| CoOpEncoder=RN50, Shots per class=162024.01 | 51.6 | |
| CoCoOpEncoder=RN50, Shots per class=162024.01 | 51 |