No-Reference Image Quality Assessment on AG-IQA
0.839PLCCEvoQuality
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EvoQualityModel Category=VLM-based, Zero-shot evaluation=true, Evolution Round=Round 12025.09 | 0.839 | 0.777 | |
| EvoQualityModel Category=VLM-based, Zero-shot evaluation=true, Evolution Round=Round 22025.09 | 0.831 | 0.771 | |
| Q-InsightModel Category=VLM-based, Zero-shot evaluation=true2025.09 | 0.818 | 0.76 | |
| VisualQuality-R1Model Category=VLM-based, Zero-shot evaluation=true2025.09 | 0.817 | 0.76 | |
| DeQA-ScoreModel Category=VLM-based, Zero-shot evaluation=true2025.09 | 0.809 | 0.729 | |
| Q-AlignModel Category=VLM-based, Zero-shot evaluation=true2025.09 | 0.772 | 0.735 | |
| Qwen2.5-VL-7BModel Category=VLM-based, Zero-shot evaluation=true2025.09 | 0.766 | 0.682 | |
| CLIP-IQA+Model Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.09 | 0.736 | 0.685 | |
| DBCNNModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.09 | 0.73 | 0.641 | |
| MANIQAModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.09 | 0.723 | 0.636 | |
| MUSIQModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.09 | 0.722 | 0.63 | |
| NIMAModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.09 | 0.715 | 0.654 | |
| HyperIQAModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.09 | 0.702 | 0.64 | |
| CONTRIQUEModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.09 | 0.679 | 0.606 | |
| Re-IQAModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.09 | 0.578 | 0.525 | |
| NIQEModel Category=Handcrafted, Zero-shot evaluation=true2025.09 | 0.56 | 0.533 | |
| BRISQUEModel Category=Handcrafted, Zero-shot evaluation=true2025.09 | 0.541 | 0.497 |