Classification on Flowers102 (test)
99.42Base AccuracyPromptKD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptKDDomain Data=Few-shot + Unlabeled, Backbone=ViT-B/16, Few-shot number=162024.03 | 99.42 | 82.62 | 90.24 | |
| PromptSRCDomain Data=Few-shot, Backbone=ViT-B/16, Few-shot number=162024.03 | 98.07 | 76.5 | 85.95 | |
| GRIPDomain Data=Few-shot + Unlabeled, Backbone=ViT-B/16, Few-shot number=162024.03 | 97.83 | 80.87 | 88.54 | |
| IFPLDomain Data=Few-shot + Unlabeled, Backbone=ViT-B/16, Few-shot number=162024.03 | 97.73 | 80.27 | 88.14 | |
| FPLDomain Data=Few-shot + Unlabeled, Backbone=ViT-B/16, Few-shot number=162024.03 | 97.6 | 78.27 | 86.87 | |
| LaFTerDomain Data=Unlabeled, Backbone=ViT-B/162024.03 | 79.49 | 82.91 | 81.16 | |
| UPLDomain Data=Unlabeled, Backbone=ViT-B/162024.03 | 74.83 | 78.04 | 76.4 | |
| CLIPDomain Data=Zero-shot, Backbone=ViT-B/162024.03 | 72.08 | 77.8 | 74.83 | |
| CLIP-PRDomain Data=Unlabeled, Backbone=ViT-B/162024.03 | 65.05 | 71.13 | 67.96 |