Multimodal Preference Evaluation on Polaris
57.8tau_cPolos
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Polosreference-based=true2025.10 | 57.8 | — | |
| RefPAC-Sreference-based=true2025.10 | 56 | — | |
| LongCLIP-Sreference-based=false2025.10 | 54 | 77.5 | |
| BLIP-Sreference-based=false2025.10 | 54 | 79.5 | |
| VL-GUIDE-S-VLMreference-based=false2025.10 | 53.9 | 79.4 | |
| PAC-Sreference-based=false2025.10 | 52.5 | 77 | |
| CLIP-Sreference-based=false2025.10 | 52.3 | 79.7 | |
| Ref-free Polosreference-based=false2025.10 | 52.3 | 60 | |
| RefCLIP-Sreference-based=true2025.10 | 52.3 | — | |
| ImgREW-Sreference-based=false2025.10 | 52.3 | 73.3 |