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Forward PDE Solving on Burgers 10K-epoch
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1.1
Relative L2 Error
SelfAdapt
0.76
3.055
5.35
7.645
May 11, 2026
Relative L2 Error
Updated 22d ago
Evaluation Results
Method
Method
Links
Relative L2 Error
SelfAdapt
Epochs=10K, dh=128, Se...
2026.05
1.1
Uncertainty
Epochs=10K, dh=128, Se...
2026.05
1.1
GradNorm
Epochs=10K, dh=128, Se...
2026.05
1.3
CAGrad
Epochs=10K, dh=128, Se...
2026.05
1.5
GN+UAM
Epochs=10K, dh=128, Se...
2026.05
4.6
GN+LCAM
Epochs=10K, dh=128, Se...
2026.05
4.6
FAMO
Epochs=10K, dh=128, Se...
2026.05
4.7
PCGrad
Epochs=10K, dh=128, Se...
2026.05
4.8
FAMO+UAM
Epochs=10K, dh=128, Se...
2026.05
4.8
FAMO+LCAM
Epochs=10K, dh=128, Se...
2026.05
4.8
UAM
Epochs=10K, dh=128, Se...
2026.05
4.9
AlignedMTL
Epochs=10K, dh=128, Se...
2026.05
5.1
NashMTL
Epochs=10K, dh=128, Se...
2026.05
6.5
Causal
Epochs=10K, dh=128, Se...
2026.05
7.5
Vanilla
Epochs=10K, dh=128, Se...
2026.05
8.4
ConFIG
Epochs=10K, dh=128, Se...
2026.05
9.6
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