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ResearchFormerly WizWand

Full-Reference Image Quality Assessment on PieAPP

0.852PLCCBiRQA
0.018960.235230.45150.66777Aug 6, 2023Jan 8, 2024Jun 11, 2024Nov 14, 2024Apr 18, 2025Sep 20, 2025Feb 23, 2026
Updated 8mo ago

Evaluation results

MethodLinks
BiRQA2026.020.8520.845
TOPIQBackbone=ResNet-50, Architecture=CFANet2023.080.8490.841
TOPIQYear=20242026.020.8490.841
PieAPP2023.080.8420.831
PieAPPYear=20182026.020.8420.831
AHIQ2023.080.840.838
AHIQYear=20222026.020.840.838
AAT-BiRQATraining=Anchored Adversarial Training2026.020.8380.831
IQT2023.080.8290.822
DISTS2023.080.7250.693
DISTSYear=20202026.020.7250.693
LPIPSBackbone=VGG2023.080.6540.641
LPIPSBackbone=VGG, Year=20182026.020.6540.641
FSIMc2023.080.4810.378
WaDIQaM-FR2023.080.4390.352
WaDIQaMYear=20172026.020.4390.352
VSI2023.080.3640.361
VSIYear=20142026.020.3640.361
NLPD2023.080.360.245
VIF2023.080.250.212
VIFYear=20062026.020.250.212
SSIM2023.080.2450.316
SSIMYear=20042026.020.2450.316
GMSD2023.080.2420.297
MAD2023.080.2310.304
MADYear=20102026.020.2310.304
DeepQA2023.080.1720.252
DeepQAYear=20172026.020.1720.252
PSNR2023.080.1350.219
PSNR2026.020.1350.219
MS-SSIM2023.080.0510.321
MS-SSIMYear=20032026.020.0510.321