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Benchmarks
Image Reconstruction on IDT 25 dB Input SNR
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41.96
SNR (dB)
ODER
38.7256
39.5653
40.405
41.2447
May 25, 2022
SNR (dB)
Inference Time (CPU, s)
Inference Time (GPU, s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
SNR (dB)
Inference Time (CPU, s)
Inference Time (GPU, s)
ODER
Minibatch size=250, Mo...
2022.05
41.96
118.7
3.628
RED
Variant=DEQ, Model Siz...
2022.05
41.95
202.3
6.362
ODER
Minibatch size=100, Mo...
2022.05
41.94
63.31
2.051
SGD-Net
Minibatch size=100, Mo...
2022.05
40.47
6.697
0.207
RED
Variant=Denoising, Mod...
2022.05
40.41
285.5
7.528
ISTA-Net+
Model Size=1.21 MB, Me...
2022.05
39.27
7.081
0.216
U-Net
Model Size=118.2 MB, M...
2022.05
39.02
2.811
0.089
TV
Model Size=N/A, Measur...
2022.05
38.85
215.3
32.24
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