No-Reference Image Quality Assessment on FLIVE (test)
0.623SROCCRe-IQA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Re-IQAOpinion-Unaware=false2024.03 | 0.623 | 0.685 | |
| CLIP-IQA+Opinion-Unaware=false2024.03 | 0.602 | 0.662 | |
| CONTRIQUEOpinion-Unaware=false2024.03 | 0.596 | 0.648 | |
| ResNet-50Model Type=Supervised pretraining and Linear Regression2021.10 | 0.595 | 0.648 | |
| ARNIQAOpinion-Unaware=false2024.03 | 0.595 | 0.67 | |
| CONTRIQUEModel Type=Unsupervised pretraining and Linear Regression2021.10 | 0.58 | 0.641 | |
| GRepQOpinion-Unaware=false2024.03 | 0.576 | 0.611 | |
| PaQ-2-PiQModel Type=Supervised pretraining and supervised fine-tuning2021.10 | 0.571 | 0.623 | |
| DB-CNNModel Type=Supervised pretraining and supervised fine-tuning2021.10 | 0.554 | 0.652 | |
| HyperIQAModel Type=Supervised pretraining and supervised fine-tuning2021.10 | 0.535 | 0.623 | |
| QualiCLIPOpinion-Unaware=true2024.03 | 0.442 | 0.556 | |
| ARNIQA-OUOpinion-Unaware=true2024.03 | 0.428 | 0.468 | |
| MDFSOpinion-Unaware=true2024.03 | 0.36 | 0.407 | |
| Re-IQA-OUOpinion-Unaware=true2024.03 | 0.35 | 0.341 | |
| CLIP-IQAOpinion-Unaware=true2024.03 | 0.344 | 0.473 | |
| CONTRIQUE-OUOpinion-Unaware=true2024.03 | 0.321 | 0.341 | |
| CL-MIOpinion-Unaware=true2024.03 | 0.29 | 0.322 | |
| GRepQ-OUOpinion-Unaware=true2024.03 | 0.289 | 0.423 | |
| BRISQUEModel Type=Traditional/Handcrafted Features2021.10 | 0.288 | 0.373 | |
| IL-NIQEOpinion-Unaware=true2024.03 | 0.234 | 0.286 | |
| NIQEModel Type=Traditional/Handcrafted Features2021.10 | 0.211 | 0.288 | |
| NIQEOpinion-Unaware=true2024.03 | 0.203 | 0.262 |