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Benchmarks
Inverse Problem on 1D BVP (val)
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1.18
L2 Norm Error
DeepGaLA
0.864
2.997
5.13
7.263
Jun 18, 2026
L2 Norm Error
Alpha Value (%)
Mean Likelihood Eval. Time (ms)
Updated 1mo ago
Evaluation Results
Method
Method
Links
L2 Norm Error
Alpha Value (%)
Mean Likelihood Eval. Time (ms)
DeepGaLA
d_theta=4, N=9,000, Ap...
2026.06
1.18
94.61
0.22
PIGP
d_theta=4, N=160, Appr...
2026.06
1.48
93.47
0.27
DeepGaLA
d_theta=2, N=7,000, Ap...
2026.06
3.02
99.01
0.22
PIGP
d_theta=2, N=75, Appro...
2026.06
3.41
99.2
0.23
DeepGaLA
d_theta=5, N=9,000, Ap...
2026.06
3.47
87.7
0.22
PIGP
d_theta=5, N=200, Appr...
2026.06
4.63
87.22
0.26
PIGP
d_theta=3, N=100, Appr...
2026.06
7.47
96.8
0.24
DeepGaLA
d_theta=3, N=5,000, Ap...
2026.06
9.08
95.88
0.22
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