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Benchmarks
CT Reconstruction on AAPM K=100 (test)
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12.7
Inference Time (ms)
U-Net
-210.792
1,297.779
2,806.35
4,314.921
Jun 5, 2024
Inference Time (ms)
Epoch Time (s)
# Params (M)
Memory Usage (GB)
Updated 4d ago
Evaluation Results
Method
Method
Links
Inference Time (ms)
Epoch Time (s)
# Params (M)
Memory Usage (GB)
U-Net
Unrolled=false
2024.06
12.7
80
31.1
3.94
DuDoTrans
Unrolled=false
2024.06
27.5
115
15
3.8
LPD
Unrolled=true, #Iters=10
2024.06
86.4
370
0.25
3.63
UnWave-Net
Unrolled=true, #Iters=16
2024.06
224
1,270
2.8
3.72
RegFormer
Unrolled=true, #Iters=18
2024.06
294
1,710
4.84
4.22
LEARN
Unrolled=true, #Iters=30
2024.06
305
1,600
3.5
3.64
TV
Unrolled=false, #Iters...
2024.06
5,600
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