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Gaussian Denoising on CBSD68 sigma=15 (val)

34.44PSNRMambaIRv2
34.304834.339934.37534.4101Mar 1, 2026

Evaluation results

MethodLinks
MambaIRv2Venue=CVPR’25, FLOPs (G)=69.5, Time (ms)=18.05, FPS=55.4, Resolution=256x256, Batch size=12026.0334.44
TCD-NetFLOPs (G)=84.8, Time (ms)=9.59, FPS=104.2, Resolution=256x256, Batch size=12026.0334.43
SwinIRVenue=ICCV’21, FLOPs (G)=804.7, Time (ms)=154.47, FPS=6.5, Resolution=256x256, Batch size=12026.0334.42
HATVenue=CVPR’23, FLOPs (G)=721.3, Time (ms)=258.75, FPS=3.9, Resolution=256x256, Batch size=12026.0334.42
RestormerVenue=CVPR’22, FLOPs (G)=154.9, Time (ms)=30.22, FPS=33.1, Resolution=256x256, Batch size=12026.0334.39
NAFNetVenue=ECCV’22, FLOPs (G)=16.3, Time (ms)=10.15, FPS=98.5, Resolution=256x256, Batch size=12026.0334.35
UformerVenue=CVPR’22, FLOPs (G)=86.9, Time (ms)=18.63, FPS=53.7, Resolution=256x256, Batch size=12026.0334.32
MambaIRVenue=ECCV’24, FLOPs (G)=68.2, Time (ms)=22.12, FPS=45.2, Resolution=256x256, Batch size=12026.0334.31