Image Denoising on Cameraman (PSNR, SSIM) benchmark leaderboard · SOTA2 Research

Image Denoising on Cameraman (PSNR, SSIM)

37.531PSNRDoubly Sparse Explicitly Conditioned Transform Learning

Evaluation Results

Method
Doubly Sparse Explicitly Conditioned Transform Learning2026.06	37.531	95.4
DCT2026.06	37.522	95.4
Sparse Bresler2026.06	37.41	95.3
Dense Bresler2026.06	37.343	95.3
Dense Conditioned2026.06	37.335	95.3
Doubly Sparse Explicitly Conditioned Transform Learning2026.06	33.329	92
DCT2026.06	33.309	91.9
Sparse Bresler2026.06	33.119	91.7
Dense Conditioned2026.06	33.047	91.6
Dense Bresler2026.06	33.028	91.6
Doubly Sparse Explicitly Conditioned Transform Learning2026.06	31.017	88.5
DCT2026.06	30.955	88.4
Sparse Bresler2026.06	30.713	88.1
Dense Conditioned2026.06	30.529	87.7
Dense Bresler2026.06	30.521	87.7
Doubly Sparse Explicitly Conditioned Transform Learning2026.06	29.129	84.6
DCT2026.06	29.053	84.6
Sparse Bresler2026.06	28.855	84.2
Dense Conditioned2026.06	28.632	83.7
Dense Bresler2026.06	28.615	83.6
DCT2026.06	21.084	61.4
Sparse Bresler2026.06	20.576	59
Dense Conditioned2026.06	20.522	59.3
Dense Bresler2026.06	20.419	59
Doubly Sparse Explicitly Conditioned Transform Learning2026.06	20.081	57.7