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Benchmarks
Runtime Measurement on ECSSD
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5.54
Running time per epoch (s)
UNet
4.8232
9.6616
14.5
19.3384
May 9, 2025
Jun 13, 2025
Jul 19, 2025
Aug 23, 2025
Sep 28, 2025
Nov 2, 2025
Dec 8, 2025
Running time per epoch (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Running time per epoch (s)
UNet
Gaussian noise (σ)=0.5
2025.12
5.54
UNet++
Gaussian noise (σ)=0.5
2025.12
7.36
UNet
2025.05
7.72
UNet++
2025.05
8.51
DeepLabV3+
2025.05
9.18
Swin-UNet
Gaussian noise (σ)=0.5
2025.12
10.87
DN
Gaussian noise (σ)=0.5
2025.12
11.05
DN-I
2025.05
11.32
VM TUNet
2025.05
11.81
VM_TUNet
Gaussian noise (σ)=0.5
2025.12
23.46
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