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ResearchFormerly WizWand

No-Reference Image Quality Assessment on FLIVE (test)

0.623SROCCRe-IQA
0.18620.29960.4130.5264Oct 25, 2021Mar 19, 2022Aug 12, 2022Jan 5, 2023May 30, 2023Oct 23, 2023Mar 17, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Re-IQAOpinion-Unaware=false2024.030.6230.685
CLIP-IQA+Opinion-Unaware=false2024.030.6020.662
CONTRIQUEOpinion-Unaware=false2024.030.5960.648
ResNet-50Model Type=Supervised pretraining and Linear Regression2021.100.5950.648
ARNIQAOpinion-Unaware=false2024.030.5950.67
CONTRIQUEModel Type=Unsupervised pretraining and Linear Regression2021.100.580.641
GRepQOpinion-Unaware=false2024.030.5760.611
PaQ-2-PiQModel Type=Supervised pretraining and supervised fine-tuning2021.100.5710.623
DB-CNNModel Type=Supervised pretraining and supervised fine-tuning2021.100.5540.652
HyperIQAModel Type=Supervised pretraining and supervised fine-tuning2021.100.5350.623
QualiCLIPOpinion-Unaware=true2024.030.4420.556
ARNIQA-OUOpinion-Unaware=true2024.030.4280.468
MDFSOpinion-Unaware=true2024.030.360.407
Re-IQA-OUOpinion-Unaware=true2024.030.350.341
CLIP-IQAOpinion-Unaware=true2024.030.3440.473
CONTRIQUE-OUOpinion-Unaware=true2024.030.3210.341
CL-MIOpinion-Unaware=true2024.030.290.322
GRepQ-OUOpinion-Unaware=true2024.030.2890.423
BRISQUEModel Type=Traditional/Handcrafted Features2021.100.2880.373
IL-NIQEOpinion-Unaware=true2024.030.2340.286
NIQEModel Type=Traditional/Handcrafted Features2021.100.2110.288
NIQEOpinion-Unaware=true2024.030.2030.262