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Simulation Dataset

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DeblurringSimulation Dataset Condition C4 1.0
PSNR27.88
14
Image DeblurringSimulation Dataset Condition 1.0 (C3)
PSNR27.86
14
Image DeblurringSimulation Dataset Condition C2 1.0
PSNR27.69
14
Image DeblurringSimulation Dataset 1.0 (C1)
PSNR27.78
14
SOS ReconstructionSimulation Dataset (test)
PSNR29.23
8
3D ReconstructionSimulation Dataset
Accuracy4.1161
8
Spectral CT ReconstructionSimulation Dataset bin6 1.2 x 10^4 photons
PSNR45.62
7
Spectral CT ReconstructionSimulation Dataset bin5 1.2 x 10^4 photons
PSNR45.35
7
Spectral CT ReconstructionSimulation Dataset bin4 1.2 x 10^4 photons
PSNR45.06
7
Spectral CT ReconstructionSimulation Dataset bin3 1.2 x 10^4 photons
PSNR44.69
7
Spectral CT ReconstructionSimulation Dataset bin2 1.2 x 10^4 photons
PSNR44.61
7
Spectral CT ReconstructionSimulation Dataset bin1, 1.2 x 10^4 photons
PSNR42.1
7
Spectral Image ReconstructionSimulation Dataset bin6 3 x 10^3 photons
PSNR43.13
7
Spectral Image ReconstructionSimulation Dataset bin5 3 x 10^3 photons
PSNR42.85
7
Spectral Image ReconstructionSimulation Dataset 3 x 10^3 photons (bin4)
PSNR43.14
7
Spectral Image ReconstructionSimulation Dataset 3 x 10^3 photons (bin3)
PSNR42.28
7
Spectral Image ReconstructionSimulation Dataset 3 x 10^3 photons (bin2)
PSNR42.45
7
Spectral Image ReconstructionSimulation Dataset 3 x 10^3 photons (bin1)
PSNR39.9
7
Novel View SynthesisSimulation Dataset (Panel)
PSNR37.42
3
Novel View SynthesisSimulation Dataset Barrel
PSNR37.95
3
Novel View SynthesisSimulation Dataset Cabinet
PSNR38.95
3
3D ReconstructionSimulation Dataset Panel
CD0.06
3
3D ReconstructionSimulation Dataset Barrel
Chamfer Distance (CD)0.007
3
3D ReconstructionSimulation Dataset Cabinet
CD0.006
3
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