Multimodal Preference Evaluation on FlickrCF
37.8Tau-b ScorePolos
Evaluation Results
| Method | Links | |
|---|---|---|
| Polosreference-based=true2025.10 | 37.8 | |
| BLIP-Sreference-based=false2025.10 | 37.8 | |
| PAC-Sreference-based=false2025.10 | 37.6 | |
| RefPAC-Sreference-based=true2025.10 | 37.6 | |
| RefCLIP-Sreference-based=true2025.10 | 36.4 | |
| ImgREW-Sreference-based=false2025.10 | 36.2 | |
| VL-GUIDE-S-VLMreference-based=false2025.10 | 35.8 | |
| LongCLIP-Sreference-based=false2025.10 | 35.4 | |
| CLIP-Sreference-based=false2025.10 | 34.4 | |
| Ref-free Polosreference-based=false2025.10 | 34.4 |