No-reference Image Quality Assessment on AGIQA
0.851PLCCME-IQA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ME-IQABase VLM=Doubao-Seed-1.6-vision2026.03 | 0.851 | 0.775 | |
| ME-IQABase VLM=VisualQuality-R12026.03 | 0.85 | 0.791 | |
| ME-IQABase VLM=EvoQuality2026.03 | 0.847 | 0.809 | |
| ME-IQABase VLM=GPT-52026.03 | 0.847 | 0.763 | |
| ME-IQABase VLM=Q-Insight2026.03 | 0.84 | 0.796 | |
| BaselineBase VLM=VisualQuality-R12026.03 | 0.827 | 0.76 | |
| BaselineBase VLM=EvoQuality2026.03 | 0.827 | 0.782 | |
| BaselineBase VLM=Q-Insight2026.03 | 0.823 | 0.766 | |
| BaselineBase VLM=Doubao-Seed-1.6-vision2026.03 | 0.821 | 0.748 | |
| BaselineBase VLM=GPT-52026.03 | 0.815 | 0.737 | |
| DeQA-ScoreModel Type=Non-reasoning2026.03 | 0.809 | 0.729 | |
| Q-AlignModel Type=Non-reasoning2026.03 | 0.772 | 0.735 | |
| Compare2ScoreModel Type=Non-reasoning2026.03 | 0.756 | 0.758 | |
| CLIP-IQA+Model Type=Non-reasoning2026.03 | 0.736 | 0.685 | |
| MANIQAModel Type=Non-reasoning2026.03 | 0.723 | 0.636 | |
| MUSIQModel Type=Non-reasoning2026.03 | 0.722 | 0.63 | |
| NIMAModel Type=Non-reasoning2026.03 | 0.715 | 0.654 | |
| NIQEModel Type=Non-reasoning2026.03 | 0.533 | 0.533 |