Image Quality Assessment on Vista
0.728SRCCQ-Probe
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Q-ProbeCategory=MLLMs-based2026.01 | 0.728 | 0.776 | |
| VisualQuality-R1Category=MLLMs-based2026.01 | 0.451 | 0.427 | |
| UnifiedReward-TCategory=MLLMs-based2026.01 | 0.412 | 0.395 | |
| DeQA-ScoreCategory=MLLMs-based2026.01 | 0.398 | 0.375 | |
| Qwen2.5-VL-7BCategory=MLLMs-based2026.01 | 0.385 | 0.362 | |
| Q-InsightCategory=MLLMs-based2026.01 | 0.365 | 0.346 | |
| Q-AlignCategory=MLLMs-based2026.01 | 0.36 | 0.348 | |
| LIQECategory=MLLMs-based2026.01 | 0.342 | 0.335 | |
| MANIQACategory=Deep Learning2026.01 | 0.325 | 0.318 | |
| UNIQUECategory=Deep Learning2026.01 | 0.31 | 0.305 | |
| MUSIQCategory=Deep Learning2026.01 | 0.295 | 0.288 | |
| NIQECategory=Handcrafted2026.01 | 0.187 | 0.192 | |
| BRISQUECategory=Handcrafted2026.01 | 0.152 | 0.165 |