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Benchmarks
Forward PDE solving on Poisson Full Observation
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0.7
L2 Relative Error
FunDPS*
0.084
4.242
8.4
12.558
Dec 1, 2025
L2 Relative Error
Average Rank
Updated 4d ago
Evaluation Results
Method
Method
Links
L2 Relative Error
Average Rank
FunDPS*
Steps (N)=200, Inferen...
2025.12
0.7
4.38
FunDPS*
Steps (N)=500, Inferen...
2025.12
0.84
3.69
PINO
2025.12
3.7
2.75
PRISMA
Steps (N)=50, Inferenc...
2025.12
4
2.75
PRISMA
Steps (N)=20, Inferenc...
2025.12
4.58
3.81
FNO
2025.12
8.2
5.67
DeepONet
2025.12
14.3
8.17
DiffusionPDE*
Steps (N)=2000, Infere...
2025.12
15.27
5.88
PINNs
2025.12
16.1
9
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