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Benchmarks
PDE approximation on Heat PDE
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0
MSE
FLM
-0.002556
0.014697
0.03195
0.049203
Sep 10, 2025
MSE
MAE
Max Error
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
Max Error
FLM
2025.09
0
0.0002
0.0007
SIREN-1
Architecture version=1
2025.09
0
0.0005
0.002
SIREN-2
Architecture version=2
2025.09
0
0.0012
0.0081
V Tan
Type=Vanilla Feedforwa...
2025.09
0
0.0014
0.0041
SIREN-3
Architecture version=3
2025.09
0.0001
0.0039
0.02
V Relu
Type=Vanilla Feedforwa...
2025.09
0.0639
0.203
0.672
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