Classification on UCM-CLS (test)
66.7Top-1 AccuracyS-CLIP
Evaluation results
| Method | Links | |
|---|---|---|
| S-CLIPProtocol=Zero-shot, Training Data=Semi-supervised (L=U)2023.05 | 66.7 | |
| S-CLIPProtocol=Zero-shot, Training Data=Semi-supervised (L≠U)2023.05 | 66 | |
| Soft-PLProtocol=Zero-shot, Training Data=Semi-supervised (L=U)2023.05 | 65.7 | |
| CLIP (fine-tune)Protocol=Zero-shot, Training Data=Labeled data (L)2023.05 | 63.5 | |
| Soft-PLProtocol=Zero-shot, Training Data=Semi-supervised (L≠U)2023.05 | 62.4 | |
| Hard-PLProtocol=Zero-shot, Training Data=Semi-supervised (L=U)2023.05 | 61.6 | |
| Hard-PLProtocol=Zero-shot, Training Data=Semi-supervised (L≠U)2023.05 | 61 | |
| CLIP (original)Protocol=Zero-shot2023.05 | 50.5 |