Few-shot classification on ImageNet-Sketch (target)
50.12AccuracyAAPE
Evaluation Results
| Method | Links | |
|---|---|---|
| AAPEEvaluation Protocol=Few-shot, Prompt Learning Category=LLM-based prompts2024.10 | 50.12 | |
| PromptSRCEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 49.55 | |
| CLIPoodEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 49.3 | |
| RPOEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 49.27 | |
| MaPLeEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 49.15 | |
| TaskResEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 49.13 | |
| LASPEvaluation Protocol=Few-shot, Prompt Learning Category=Basic prompts2024.10 | 49.01 | |
| KgCoOpEvaluation Protocol=Few-shot, Prompt Learning Category=Basic prompts2024.10 | 48.97 | |
| CoCoOpEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 48.75 | |
| UPTEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 48.66 | |
| CoOpEvaluation Protocol=Few-shot, Prompt Learning Category=Prompt learning w/o language priors2024.10 | 47.99 | |
| CuPLEvaluation Protocol=Zero-shot, Prompt Learning Category=LLM-based prompts2024.10 | 47.85 | |
| ProGradEvaluation Protocol=Few-shot, Prompt Learning Category=Basic prompts2024.10 | 47.61 | |
| CLIPEvaluation Protocol=Zero-shot, Prompt Learning Category=Zero-shot2024.10 | 46.15 |