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Advection dynamical system prediction on L-Town (test)

0.0028Computation Time (sec)NNConv
-1.39118.01772517.4265526.835375Jul 6, 2026

Evaluation results

MethodLinks
NNConvbatch size=12026.070.00280.2248
NNConvbatch size=12026.070.00290.2758
GPSConvbatch size=12026.070.01450.7429
GPSConvbatch size=12026.070.01760.7319
A-DGNbatch size=12026.070.02670.2606
A-DGNbatch size=12026.070.02710.2568
A-DGN_Diabatch size=12026.070.04180.1614
A-DGN_Diabatch size=12026.070.0420.2502
MeGA-MPbatch size=12026.070.39640.0017
MeGA-MP+batch size=12026.070.40360.0008
MeGA-MPbatch size=12026.070.40630.2349
MeGA-MP+batch size=12026.070.40680.0018
PDE-GNNbatch size=12026.071.89250.4136
PDE-GNNbatch size=12026.071.92510.164
Simulatorbatch size=12026.0731.6906—
Simulatorbatch size=12026.0734.8503—