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SIDD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DenoisingSIDD (val)
PSNR40.39
153
Image DenoisingSIDD
PSNR43.42
102
Image DenoisingSIDD (test)
PSNR45.62
102
Image DenoisingSIDD 1 (test)
PSNR52.41
89
Image DenoisingSIDD Benchmark
PSNR40.02
80
Noise GenerationSIDD (val)
AKLD0.059
72
Real Image DenoisingSIDD (val)
PSNR48.52
47
Image DenoisingSIDD raw-RGB (val)
PSNR51.55
32
Image DenoisingSIDD Benchmark official (test)
PSNR39.28
27
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
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
Image DenoisingSIDD+
PSNR36.67
10
Inference SpeedSIDD (inference)
Throughput (img/s)150
9
RAW Image DenoisingSIDD (test)
G4 PSNR52.55
9
Clean Image GenerationSIDD
FID16.2
8
Real-world DenoisingSIDD Benchmark raw-RGB
PSNR (dB)51.02
8
Image DenoisingSIDD Google Pixel (test)
PSNR46.56
8
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