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Forward PDE Prediction on Nonlinear Helmholtz In-distribution
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0.506
L2 Relative Error
ENS
-0.01776
3.51762
7.053
10.58838
Jun 25, 2026
L2 Relative Error
PDE Residual
Updated 29d ago
Evaluation Results
Method
Method
Links
L2 Relative Error
PDE Residual
ENS
2026.06
0.506
6.42
FNO
2026.06
2.48
339
PINO
2026.06
4.51
61.4
POSEIDON
2026.06
7.02
45,700
PINO
Refinement=TTOP
2026.06
7.8
14.5
PCFM
2026.06
7.89
2.53
DiffusionPDE
2026.06
13.6
260,000
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