Text-to-image retrieval on UCM
17.1R@1ToMA
Evaluation results
| Method | Links | |
|---|---|---|
| ToMAData=L=U2026.04 | 17.1 | |
| S-CLIPData=L̸=U2026.04 | 16.5 | |
| ToMA-domainData=L=U2026.04 | 16.2 | |
| Hard-PLData=L̸=U2026.04 | 16 | |
| SemiCLIPData=L̸=U2026.04 | 15.7 | |
| ToMAData=L̸=U2026.04 | 15.4 | |
| SemiCLIPData=L=U2026.04 | 15.2 | |
| Soft-PLData=L̸=U2026.04 | 15.1 | |
| CLIP (fine-tuned)Data=L2026.04 | 14.9 | |
| ToMA-domainData=L̸=U2026.04 | 14.8 | |
| Hard-PLData=L=U2026.04 | 14.1 | |
| S-CLIPData=L=U2026.04 | 14 | |
| Soft-PLData=L=U2026.04 | 13.7 | |
| S-CLIPData=L=U2023.05 | 11.1 | |
| S-CLIPData=L≠U2023.05 | 10.8 | |
| CLIP (fine-tune)Data=L2023.05 | 10 | |
| Soft-PLData=L=U2023.05 | 9.8 | |
| Soft-PLData=L≠U2023.05 | 9.4 | |
| Hard-PLData=L=U2023.05 | 9.2 | |
| CLIP (original)Data=-2026.04 | 9 | |
| Hard-PLData=L≠U2023.05 | 8.9 | |
| CLIP (original)2023.05 | 7.1 |