CT Reconstruction on AAPM K=100 (test)
12.7Inference Time (ms)U-Net
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| U-NetUnrolled=false2024.06 | 12.7 | 80 | 31.1 | 3.94 | |
| DuDoTransUnrolled=false2024.06 | 27.5 | 115 | 15 | 3.8 | |
| LPDUnrolled=true, #Iters=102024.06 | 86.4 | 370 | 0.25 | 3.63 | |
| UnWave-NetUnrolled=true, #Iters=162024.06 | 224 | 1,270 | 2.8 | 3.72 | |
| RegFormerUnrolled=true, #Iters=182024.06 | 294 | 1,710 | 4.84 | 4.22 | |
| LEARNUnrolled=true, #Iters=302024.06 | 305 | 1,600 | 3.5 | 3.64 | |
| TVUnrolled=false, #Iters=5002024.06 | 5,600 | — | — | — |