Full-Reference Image Quality Assessment on PieAPP benchmark leaderboard · SOTA2 Research

Full-Reference Image Quality Assessment on PieAPP

0.852PLCCBiRQA

Evaluation Results

Method	Links
BiRQA2026.02		0.852	0.845
TOPIQ2023.08		0.849	0.841
TOPIQ2026.02		0.849	0.841
PieAPP2023.08		0.842	0.831
PieAPP2026.02		0.842	0.831
AHIQ2023.08		0.84	0.838
AHIQ2026.02		0.84	0.838
AAT-BiRQA2026.02		0.838	0.831
IQT2023.08		0.829	0.822
DISTS2023.08		0.725	0.693
DISTS2026.02		0.725	0.693
LPIPS2023.08		0.654	0.641
LPIPS2026.02		0.654	0.641
FSIMc2023.08		0.481	0.378
WaDIQaM-FR2023.08		0.439	0.352
WaDIQaM2026.02		0.439	0.352
VSI2023.08		0.364	0.361
VSI2026.02		0.364	0.361
NLPD2023.08		0.36	0.245
VIF2023.08		0.25	0.212
VIF2026.02		0.25	0.212
SSIM2023.08		0.245	0.316
SSIM2026.02		0.245	0.316
GMSD2023.08		0.242	0.297
MAD2023.08		0.231	0.304
MAD2026.02		0.231	0.304
DeepQA2023.08		0.172	0.252
DeepQA2026.02		0.172	0.252
PSNR2023.08		0.135	0.219
PSNR2026.02		0.135	0.219
MS-SSIM2023.08		0.051	0.321
MS-SSIM2026.02		0.051	0.321