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Solving nonlinear PDE on Allen-Cahn (test)
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0
Relative L2 Error
ATHENA
0.000001
0.000005
0.000008
0.000012
Dec 3, 2025
Relative L2 Error
RMSE (T)
RMSE (S)
Latency (ms)
Latency (ms) (S)
Speed-up Ratio
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
Relative L2 Error
RMSE (T)
RMSE (S)
Latency (ms)
Latency (ms) (S)
Speed-up Ratio
MSE
ATHENA
Benchmark Type=Agents
2025.12
0
-
-
-
-
-
0
[29]
Benchmark Type=Human
2025.12
0
-
-
-
-
-
-
[65]
Benchmark Type=Human
2025.12
0
-
-
-
-
-
-
[69]
Benchmark Type=Human
2025.12
0
-
-
-
-
-
-
[70]
Benchmark Type=Human
2025.12
0
-
-
-
-
-
-
KD-PINN
Configuration=Baseline
2025.12
-
0.0913
0.1
25.7
5.3
4.87
-
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