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SIDD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DenoisingSIDD (val)
PSNR40.39
105
Image DenoisingSIDD (test)
PSNR45.62
97
Image DenoisingSIDD
PSNR43.42
95
Image DenoisingSIDD 1 (test)
PSNR52.41
89
Image DenoisingSIDD Benchmark
PSNR40.02
61
Noise GenerationSIDD (val)
AKLD0.059
42
Image DenoisingSIDD Benchmark official (test)
PSNR39.28
27
Image DenoisingSIDD raw-RGB (val)
PSNR51.39
24
Image DenoisingSIDD Benchmark raw-RGB (test)
PSNR50.79
24
Image DenoisingSIDD 1 (val)
PSNR39.43
23
Image DenoisingSIDD 10 (test)
PSNR39.84
13
Image DenoisingSIDD sRGB benchmark
PSNR39.52
13
Image DenoisingSIDD sRGB (test)
PSNR39.52
13
Noise SynthesisSIDD (test)
DKL0.008
13
Real Image DenoisingSIDD (val)
PSNR48.52
13
Noisy Image Super-ResolutionSIDD (val)
PSNR35.53
12
sRGB Noise ModelingSIDD (test)
NLL-3.502
12
Image DenoisingSIDD 49 (val)
PSNR40.07
11
Image DenoisingSIDD Medium (test)
PSNR52.8
11
RAW Image DenoisingSIDD (test)
G4 PSNR52.55
9
Image DenoisingSIDD Google Pixel (test)
PSNR46.56
8
Image DenoisingSIDD iPhone 7 (test)
PSNR56.79
8
Image DenoisingSIDD Benchmark (test)
PSNR37.6
7
Image DenoisingSIDD S6 camera, All ISOs
PSNR50.13
6
Image DenoisingSIDD S6 camera, ISO 3200
PSNR43.61
6
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