Few-shot classification on ImageNet V2 (target)
65.97AccuracyAAPE
Evaluation Results
| Method | Links | |
|---|---|---|
| AAPEEvaluation Protocol=Few-shot, Prompt Learning Category=LLM-based prompts2024.10 | 65.97 | |
| TaskResEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 65.3 | |
| RPOEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 65.13 | |
| CLIPoodEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 64.9 | |
| ProGradEvaluation Protocol=Few-shot, Prompt Learning Category=Basic prompts2024.10 | 64.73 | |
| PromptSRCEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 64.35 | |
| UPTEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 64.35 | |
| CoOpEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 64.2 | |
| KgCoOpEvaluation Protocol=Few-shot, Prompt Learning Category=Basic prompts2024.10 | 64.1 | |
| MaPLeEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 64.07 | |
| CoCoOpEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 64.07 | |
| LASPEvaluation Protocol=Few-shot, Prompt Learning Category=Basic prompts2024.10 | 63.96 | |
| CuPLEvaluation Protocol=Zero-shot, Prompt Learning Category=LLM-based prompts2024.10 | 63.14 | |
| CLIPEvaluation Protocol=Zero-shot, Prompt Learning Category=Zero-shot2024.10 | 60.83 |