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ResearchFormerly WizWand

Full-Reference Image Quality Assessment on PIPAL

0.837PLCCBiRQA
0.136040.318020.50.68198Aug 6, 2023Jan 8, 2024Jun 11, 2024Nov 14, 2024Apr 18, 2025Sep 20, 2025Feb 23, 2026
Updated 8mo ago

Evaluation results

MethodLinks
BiRQA2026.020.8370.822
AAT-BiRQATraining=Anchored Adversarial Training2026.020.8320.809
TOPIQBackbone=ResNet-50, Architecture=CFANet2023.080.830.813
TOPIQYear=20242026.020.830.813
AHIQ2023.080.8230.813
AHIQYear=20222026.020.8230.813
IQT2023.080.790.799
DISTS2023.080.6870.655
DISTSYear=20202026.020.6870.655
LPIPSBackbone=VGG2023.080.6330.595
LPIPSBackbone=VGG, Year=20182026.020.6330.595
GMSD2023.080.6080.537
PieAPP2023.080.5970.607
PieAPPYear=20182026.020.5970.607
MAD2023.080.580.543
MADYear=20102026.020.580.543
FSIMc2023.080.5710.504
WaDIQaM-FR2023.080.5480.553
WaDIQaMYear=20172026.020.5480.553
VSI2023.080.5170.458
VSIYear=20142026.020.5170.458
VIF2023.080.4790.397
VIFYear=20062026.020.4790.397
NLPD2023.080.4010.355
SSIM2023.080.3910.361
SSIMYear=20042026.020.3910.361
PSNR2023.080.2770.249
PSNR2026.020.2770.249
MS-SSIM2023.080.1630.369
MS-SSIMYear=20032026.020.1630.369