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Benchmarks
Tomographic reconstruction on Shepp–Logan phantom
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26.31
Mean Squared Error (MSE)
Data-Driven Interpolant
22.8824
46.0187
69.155
92.2913
Sep 3, 2025
Mean Squared Error (MSE)
Computational Time (seconds)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Mean Squared Error (MSE)
Computational Time (seconds)
Data-Driven Interpolant
Batch size=300
2025.09
26.31
0.71
GPR
Batch size=300
2025.09
26.42
298.25
Data-Driven Interpolant
Batch size=100
2025.09
26.79
0.24
GPR
Batch size=100
2025.09
27.03
20.17
Spline
Batch size=300
2025.09
28.69
0.21
FBP
Batch size=300
2025.09
30.4
-
FBP
Batch size=100
2025.09
35.87
-
RBFN
Batch size=300
2025.09
40.57
0.98
FNN
Batch size=300
2025.09
40.77
5.34
RBFN
Batch size=100
2025.09
40.97
1.33
FNN
Batch size=100
2025.09
45.08
2.98
Spline
Batch size=100
2025.09
112
0.2
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