Human Preference Prediction on HPD v2
85.4AccuracyHPSV3
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HPSV3Model Category=Reward Models2026.05 | 85.4 | 0.832 | |
| DyCoRMModel Category=Reward Models2026.05 | 85.1 | 0.833 | |
| MPSModel Category=Reward Models2026.05 | 83.5 | 0.81 | |
| HPSV2Model Category=Reward Models2026.05 | 83.3 | 0.812 | |
| PICKSCOREModel Category=Reward Models2026.05 | 79.8 | 0.771 | |
| HPSModel Category=Reward Models2026.05 | 77.6 | 0.749 | |
| AESTHETIC SCORE PREDICTORModel Category=Reward Models2026.05 | 76.8 | 0.728 | |
| CMMSPreference Model=CMMS2026.03 | 74.9 | — | |
| IMAGEREWARDModel Category=Reward Models2026.05 | 74 | 0.701 | |
| DEQAPreference Model=DEQA2026.03 | 70.6 | — | |
| MDIQAPreference Model=MDIQA2026.03 | 70.1 | — | |
| QUALIPreference Model=QUALI2026.03 | 68.6 | — | |
| GPT-5 (25-08-07)Model Category=General LMMs2026.05 | 67.5 | 0.645 | |
| GEMINI-3.0-PROModel Category=General LMMs2026.05 | 66.2 | 0.632 | |
| CLIP-IQAPreference Model=CLIP-IQA2026.03 | 65.5 | — | |
| Q-AlignPreference Model=Q-Align2026.03 | 65.5 | — | |
| CLIP-ScorePreference Model=CLIP-Score2026.03 | 65.1 | — | |
| CLIPSCOREModel Category=Reward Models2026.05 | 65.1 | 0.62 | |
| GPT-4O (24-11-20)Model Category=General LMMs2026.05 | 64.8 | 0.618 | |
| INTERNVL3.5-14BModel Category=General LMMs2026.05 | 61.8 | 0.588 | |
| QWEN3VL-8BModel Category=General LMMs2026.05 | 60.5 | 0.575 | |
| INTERNVL3.5-8BModel Category=General LMMs2026.05 | 59.4 | 0.564 | |
| LLAVA-ONEVISION-1.5-7BModel Category=General LMMs2026.05 | 59.2 | 0.562 | |
| QWEN3VL-4BModel Category=General LMMs2026.05 | 58.7 | 0.557 | |
| MUSIQPreference Model=MUSIQ2026.03 | 52.8 | — |