Image Quality Assessment on TID13 (SRCC, PLCC)
0.848SRCCVisualQuality-R1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VisualQuality-R1Category=MLLMs-based2026.01 | 0.848 | 0.871 | |
| Q-ProbeCategory=MLLMs-based2026.01 | 0.829 | 0.876 | |
| Q-InsightCategory=MLLMs-based2026.01 | 0.816 | 0.851 | |
| UnifiedReward-TCategory=MLLMs-based2026.01 | 0.788 | 0.873 | |
| Qwen2.5-VL-7BCategory=MLLMs-based2026.01 | 0.787 | 0.837 | |
| Q-AlignCategory=MLLMs-based2026.01 | 0.769 | 0.794 | |
| DeQA-ScoreCategory=MLLMs-based2026.01 | 0.756 | 0.793 | |
| Tool-IQA2026.06 | 0.733 | 0.78 | |
| LIQECategory=MLLMs-based2026.01 | 0.718 | 0.748 | |
| UNIQUECategory=Deep Learning2026.01 | 0.703 | 0.729 | |
| VisualQuality-R1Category=VLM-based2026.06 | 0.7 | 0.752 | |
| MUSIQCategory=Deep Learning2026.01 | 0.67 | 0.695 | |
| Qwen3-VL-8B-InsCategory=VLM-based2026.06 | 0.656 | 0.706 | |
| MANIQACategory=Deep Learning2026.01 | 0.589 | 0.617 | |
| BRISQUECategory=Handcrafted2026.01 | 0.548 | 0.546 | |
| NIQECategory=Handcrafted2026.01 | 0.532 | 0.516 |