CT artifact suppression on D_Art artifact slices (test)
28.02PSNRH3D-MarNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| H3D-MarNetParams (M)=22.6, MACs (G)=184.12, Train Time (s/epoch)=684.1, Recon Time (s)=6.232026.05 | 28.02 | 71 | |
| ReMAR-DSParams (M)=11.55, MACs (G)=650.0, Train Time (s/epoch)=256.55, Recon Time (s)=3.562026.05 | 27.67 | 71 | |
| MAR-DTNParams (M)=1.88, MACs (G)=116.86, Train Time (s/epoch)=65.32, Recon Time (s)=3.052026.05 | 27.46 | 69 | |
| AttU-NetParams (M)=34.83, MACs (G)=1922.88, Train Time (s/epoch)=735.0, Recon Time (s)=5.922026.05 | 27.09 | 69 | |
| ResNet-MARParams (M)=640.39, MACs (G)=168.18, Train Time (s/epoch)=256.55, Recon Time (s)=7.222026.05 | 26.85 | 67 | |
| RDN-CTParams (M)=13.76, MACs (G)=3605.93, Train Time (s/epoch)=2,647, Recon Time (s)=52.32026.05 | 26.71 | 67 | |
| cGAN-CTParams (M)=64.66, MACs (G)=208.31, Train Time (s/epoch)=80.02, Recon Time (s)=3.752026.05 | 26.31 | 64 | |
| SwinIRParams (M)=11.8, MACs (G)=325.03, Train Time (s/epoch)=2774.76, Recon Time (s)=47.272026.05 | 25.18 | 63 | |
| NMARRecon Time (s)=1332.52026.05 | 23.16 | 49 | |
| FSMARRecon Time (s)=1337.22026.05 | 22.95 | 51 |