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

Full-Reference Image Quality Assessment on PIPAL

0.837PLCCBiRQA

Evaluation Results

Method	Links
BiRQA2026.02		0.837	0.822
AAT-BiRQA2026.02		0.832	0.809
TOPIQ2023.08		0.83	0.813
TOPIQ2026.02		0.83	0.813
AHIQ2023.08		0.823	0.813
AHIQ2026.02		0.823	0.813
IQT2023.08		0.79	0.799
DISTS2023.08		0.687	0.655
DISTS2026.02		0.687	0.655
LPIPS2023.08		0.633	0.595
LPIPS2026.02		0.633	0.595
GMSD2023.08		0.608	0.537
PieAPP2023.08		0.597	0.607
PieAPP2026.02		0.597	0.607
MAD2023.08		0.58	0.543
MAD2026.02		0.58	0.543
FSIMc2023.08		0.571	0.504
WaDIQaM-FR2023.08		0.548	0.553
WaDIQaM2026.02		0.548	0.553
VSI2023.08		0.517	0.458
VSI2026.02		0.517	0.458
VIF2023.08		0.479	0.397
VIF2026.02		0.479	0.397
NLPD2023.08		0.401	0.355
SSIM2023.08		0.391	0.361
SSIM2026.02		0.391	0.361
PSNR2023.08		0.277	0.249
PSNR2026.02		0.277	0.249
MS-SSIM2023.08		0.163	0.369
MS-SSIM2026.02		0.163	0.369