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PDE Solving on Darcy-Flow 2d (test)

0.0162Relative MSE

Ours

Updated 4d ago

Evaluation Results

Method	Links
Ours 2024.10		0.0162
Neural Solver 2024.10		0.0187
MLP + basis 2024.10		0.0356
MLP + basis 2024.10		0.0378
PINO 2024.10		0.101
PINO 2024.10		0.117
PI-DeepONet 2024.10		0.272
PI-DeepONet 2024.10		0.276
PO-DeepONet 2024.10		0.832
PO-DeepONet 2024.10		0.833
PINNS-multi-opt 2024.10		0.838
P2INNs 2024.10		0.838
PPINNs 2024.10		0.847
PINNs+L-BFGS 2024.10		0.999
PPINNs 2024.10		0.999