Text-to-Image Preference Prediction on ImageReward
67.5AccuracyMPS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MPSModel Category=Reward Models2026.05 | 67.5 | 0.658 | |
| DyCoRMModel Category=Reward Models2026.05 | 67.2 | 0.65 | |
| HPSV3Model Category=Reward Models2026.05 | 66.8 | 0.646 | |
| HPSV2Model Category=Reward Models2026.05 | 65.7 | 0.635 | |
| IMAGEREWARDModel Category=Reward Models2026.05 | 65.1 | 0.633 | |
| PICKSCOREModel Category=Reward Models2026.05 | 61.6 | 0.594 | |
| HPSModel Category=Reward Models2026.05 | 61.2 | 0.601 | |
| GPT-5 (25-08-07)Model Category=General LMMs2026.05 | 57.4 | 0.544 | |
| AESTHETIC SCORE PREDICTORModel Category=Reward Models2026.05 | 57.4 | 0.559 | |
| CLIPSCOREModel Category=Reward Models2026.05 | 57.1 | 0.543 | |
| GPT-4O (24-11-20)Model Category=General LMMs2026.05 | 56.8 | 0.538 | |
| GEMINI-3.0-PROModel Category=General LMMs2026.05 | 56.2 | 0.532 | |
| INTERNVL3.5-14BModel Category=General LMMs2026.05 | 53.4 | 0.504 | |
| QWEN3VL-8BModel Category=General LMMs2026.05 | 52.9 | 0.499 | |
| INTERNVL3.5-8BModel Category=General LMMs2026.05 | 51.9 | 0.489 | |
| LLAVA-ONEVISION-1.5-7BModel Category=General LMMs2026.05 | 51.3 | 0.483 | |
| QWEN3VL-4BModel Category=General LMMs2026.05 | 51.1 | 0.481 |