Image Denoising on BSDS 500 (test)
25.4821PSNRQFM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QFMVenue=Ours2026.04 | 25.4821 | 65.01 | — | |
| dpROFTime=0.09s + 1.67s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 24.2 | 64.12 | 0.391 | |
| dpROF-LPIPSTime=0.17s + 2.37s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 24.18 | 64.43 | 0.3958 | |
| TGVTime=6.95s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 24.13 | 63.37 | 0.4031 | |
| dpROF-SSIMTime=0.09s + 2.02s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 24.12 | 64.32 | 0.4057 | |
| ROFTime=0.64s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 24 | 63.09 | 0.3993 | |
| Huber-ROFTime=1.72s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 24 | 63.39 | 0.3968 | |
| dpROF-noisyTime=1.96s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 23.7 | 58.27 | 0.434 | |
| dpROF-edgeTime=4.31s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 23.67 | 59 | 0.4454 | |
| NLMTime=2.80s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 23.36 | 58.99 | 0.4283 | |
| CLRTime=4.32s, Noise variance (σ²)=0.04, ε=10⁻⁴2025.10 | 22.73 | 58.1 | 0.5213 | |
| DVTVenue=ECCV 20242026.04 | 20.9563 | 54.19 | — | |
| MASHVenue=CVPR 20242026.04 | 19.932 | 52.79 | — | |
| DeltaFMVenue=ICCV 20252026.04 | 14.5999 | 22.96 | — | |
| CE-CFMVenue=NeurIPS 20252026.04 | 14.3655 | 19.04 | — | |
| Noisy inputVenue=-2026.04 | 6.8602 | 7.38 | — |