Raw-domain blind denoising on RawNIND 1493 cross-camera 512×512 real-noise crops (test)
30.68PSNRBlind2Unblind
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Blind2UnblindEvaluation protocol=Trained DL (upper reference, not blind)2026.07 | 30.68 | 79.32 | 0.2215 | 0.2018 | 8.93 | |
| VST + GALOSH coreAblation setup=shared VST front-end (no native estimation), CPU Time (s)=0.49, GPU Time (s)=0.602026.07 | 30.63 | 81.63 | 0.2481 | 0.2198 | 8.65 | |
| GALOSH FP32Evaluation protocol=blind, training-free, Precision=FP32, CPU Time (s)=0.54, GPU Time (s)=0.452026.07 | 30.49 | 79.08 | 0.2395 | 0.2127 | 8.64 | |
| BM3D-CFAEvaluation protocol=Classical - blind, native MAD, CPU Time (s)=2.302026.07 | 30.28 | 78.48 | 0.4268 | 0.3461 | 12.15 | |
| GALOSH INT16Evaluation protocol=blind, training-free, Precision=INT16, CPU Time (s)=2.32†, GPU Time (s)=0.352026.07 | 30.17 | 78.6 | 0.2453 | 0.2161 | 8.63 | |
| VST + BM3D-CFAAblation setup=shared VST front-end (no native estimation), CPU Time (s)=2.292026.07 | 30.07 | 77.92 | 0.432 | 0.3563 | 13.04 | |
| NLM-CFAEvaluation protocol=Classical - blind, native MAD, CPU Time (s)=0.58, GPU Time (s)=0.762026.07 | 29.54 | 77.35 | 0.519 | 0.4364 | 13.8 | |
| VST + NLM-CFAAblation setup=shared VST front-end (no native estimation), GPU Time (s)=0.682026.07 | 29.03 | 76.49 | 0.5452 | 0.4636 | 14.57 |