Sparse-view CT Reconstruction on AAPM nv=32 views
39.51PSNRQN-Mixer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QN-Mixer#Iters=14, Epoch time (s)=594, Time (ms)=610.2, #Params (M)=8.50, Memory (GB)=7.832024.02 | 39.51 | 96.11 | |
| RegFormer#Iters=18, Epoch time (s)=700, Time (ms)=598.9, #Params (M)=5.00, Memory (GB)=10.192024.02 | 39.4 | 96 | |
| QN-MixerTrain dataset=AAPM (n_theta=32)2024.02 | 30.43 | 80.03 | |
| RegFormerTrain dataset=AAPM (n_theta=32)2024.02 | 29.83 | 72.53 | |
| LEARNTrain dataset=AAPM (n_theta=32)2024.02 | 28.2 | 66.1 | |
| DuDoTransTrain dataset=AAPM (n_theta=32)2024.02 | 25.6 | 51.01 |