Image-to-text retrieval on UCM
21.1Recall@1ToMA
Evaluation results
| Method | Links | |
|---|---|---|
| ToMAData=L̸=U2026.04 | 21.1 | |
| SemiCLIPData=L̸=U2026.04 | 20.6 | |
| ToMA-domainData=L=U2026.04 | 20 | |
| ToMA-domainData=L̸=U2026.04 | 19.7 | |
| S-CLIPData=L=U2026.04 | 19.5 | |
| SemiCLIPData=L=U2026.04 | 19.4 | |
| ToMAData=L=U2026.04 | 19.4 | |
| Soft-PLData=L=U2026.04 | 19.2 | |
| CLIP (fine-tuned)Data=L2026.04 | 18.9 | |
| S-CLIPData=L̸=U2026.04 | 18.9 | |
| CLIP (original)Data=-2026.04 | 17.1 | |
| Hard-PLData=L̸=U2026.04 | 17.1 | |
| Hard-PLData=L=U2026.04 | 17 | |
| Soft-PLData=L̸=U2026.04 | 16 | |
| S-CLIPData=L=U2023.05 | 11.6 | |
| Soft-PLData=L=U2023.05 | 11 | |
| CLIP (fine-tune)Data=L2023.05 | 10.6 | |
| S-CLIPData=L≠U2023.05 | 9.8 | |
| Hard-PLData=L=U2023.05 | 9.7 | |
| Soft-PLData=L≠U2023.05 | 8.4 | |
| Hard-PLData=L≠U2023.05 | 8.1 | |
| CLIP (original)2023.05 | 7.1 |