Point Cloud Quality Assessment on M-PCCD benchmark leaderboard · SOTA2 Research

Point Cloud Quality Assessment on M-PCCD

0.944PLCCMS-ISSM

Evaluation Results

Method	Links
MS-ISSM2026.01		0.944	0.949	0.811	0.224
PHM2026.01		0.935	0.958	0.829	0.275
TCDM2026.01		0.921	0.947	0.808	0.249
PCQM2026.01		0.913	0.916	0.748	0.288
GraphSIM2026.01		0.912	0.936	0.786	0.246
MS-GraphSIM2026.01		0.893	0.922	0.761	0.25
MS-PSSIM2026.01		0.814	0.927	0.774	0.264
FRSVR2026.01		0.754	0.818	0.621	0.206
PSNR-YUV2026.01		0.603	0.62	0.442	0.313
PSSIM2026.01		0.592	0.716	0.538	0.262
PSNR-p2pl2026.01		0.422	0.489	0.368	0.446
PSNR-p2p2026.01		0.408	0.475	0.354	0.446