Image Reconstruction on CIFAR-10 5% sampling, Poisson Noise, 8-bit Quant. (test)
18.81PSNR (dB)U-Net-CS (MSE)
Evaluation results
| Method | Links | |
|---|---|---|
| U-Net-CS (MSE)Optimization Dynamics=Vanishing2026.01 | 18.81 | |
| PISEOptimization Dynamics=Robust2026.01 | 18.77 | |
| ADMM-CSNetOptimization Dynamics=Divergent2026.01 | 18.43 | |
| ISTA-Net+Optimization Dynamics=Fluctuating2026.01 | 18.08 | |
| cGAN-CSOptimization Dynamics=High Variance2026.01 | 16.46 |