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Benchmarks
Forward prediction on Helmholtz Super-resolution (test)
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1.82
L2 Relative Error
ENS
-1.1952
19.1574
39.51
59.8626
Jun 25, 2026
L2 Relative Error
PDE Residual
Updated 1mo ago
Evaluation Results
Method
Method
Links
L2 Relative Error
PDE Residual
ENS
Time(s)=0.1
2026.06
1.82
0.452
FNO
Time(s)=0.0065
2026.06
9.06
12,800
PINO
Time(s)=0.0065
2026.06
12.9
2,240
PINO(TTOP)
Time(s)=10
2026.06
16.8
41.7
POSEIDON
Time(s)=0.18
2026.06
51.7
60,200
DiffusionPDE
Time(s)=191
2026.06
77.2
22,900
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