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Benchmarks
Noise Synthesis on SIDD (test)
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0.008
DKL
Noise Flow
-0.025148
0.198601
0.42235
0.646099
Aug 22, 2019
Jan 28, 2020
Jul 5, 2020
Dec 11, 2020
May 19, 2021
Oct 25, 2021
Apr 3, 2022
DKL
Updated 4d ago
Evaluation Results
Method
Method
Links
DKL
Noise Flow
2019.08
0.008
Contrastive Noise Estimation
camera-specific traini...
2022.04
0.01
CANGAN
2022.04
0.0178
Noiseflow
2022.04
0.0327
Contrastive Noise Estimation
camera-specific traini...
2022.04
0.0385
CANGAN
2022.04
0.0432
P-G
2022.04
0.0514
Cam. NLF
model_type=heterosceda...
2019.08
0.052
Noiseflow
2022.04
0.0617
P-G
2022.04
0.1023
Gaussian
model_type=homoscedast...
2019.08
0.394
AWGN
2022.04
0.4793
AWGN
2022.04
0.8367
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