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Benchmarks
Solving Time-Dependent PDEs on Allen-Cahn
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0
Relative L2 Error
TINN
-0.018596
0.106953
0.232502
0.358051
Jan 28, 2026
Relative L2 Error
IMP Accumulation Score
IMP Accumulation Value
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative L2 Error
IMP Accumulation Score
IMP Accumulation Value
TINN
Time=0.78hr, # Params....
2026.01
0
-
-
PirateNet SOAP
Time=1.50hr, # Params....
2026.01
0
-
2.2
CoPINN*
Time=0.80hr, # Params....
2026.01
0.0001
-
33
PINN
Time=0.95hr, # Params....
2026.01
0.465
-
121,000
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