No-Reference Image Quality Assessment on Weighted Average (SPAQ, AGIQA, LIVEW, KADID, PIPAL, TID2013, CSIQ)
0.762PLCC (WAVG)EvoQuality
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EvoQualityModel Category=VLM-based, Evolution Round=Round 22025.09 | 0.762 | 0.719 | |
| EvoQualityModel Category=VLM-based, Evolution Round=Round 12025.09 | 0.74 | 0.699 | |
| Q-InsightModel Category=VLM-based2025.09 | 0.704 | 0.667 | |
| VisualQuality-R1Model Category=VLM-based2025.09 | 0.667 | 0.631 | |
| Q-AlignModel Category=VLM-based2025.09 | 0.663 | 0.631 | |
| DeQA-ScoreModel Category=VLM-based2025.09 | 0.652 | 0.614 | |
| NIMAModel Category=Discriminative Deep-Learning-based2025.09 | 0.641 | 0.616 | |
| CLIP-IQA+Model Category=Discriminative Deep-Learning-based2025.09 | 0.641 | 0.618 | |
| MUSIQModel Category=Discriminative Deep-Learning-based2025.09 | 0.621 | 0.592 | |
| Qwen2.5-VL-7BModel Category=VLM-based2025.09 | 0.598 | 0.554 | |
| MANIQAModel Category=Discriminative Deep-Learning-based2025.09 | 0.582 | 0.534 | |
| HyperIQAModel Category=Discriminative Deep-Learning-based2025.09 | 0.56 | 0.51 | |
| DBCNNModel Category=Discriminative Deep-Learning-based2025.09 | 0.521 | 0.49 | |
| NIQEModel Category=Handcrafted2025.09 | 0.52 | 0.349 | |
| CONTRIQUEModel Category=Discriminative Deep-Learning-based2025.09 | 0.476 | 0.411 | |
| BRISQUEModel Category=Handcrafted2025.09 | 0.449 | 0.333 | |
| Re-IQAModel Category=Discriminative Deep-Learning-based2025.09 | 0.361 | 0.301 |