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Benchmarks
PDE Forward Problem on Poisson Noisy
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6.52
L2 Relative Error
PINO
1.9808
32.6204
63.26
93.8996
Dec 1, 2025
L2 Relative Error
Average Rank
Updated 4d ago
Evaluation Results
Method
Method
Links
L2 Relative Error
Average Rank
PINO
Steps (N)=N/A
2025.12
6.52
-
PRISMA
Steps (N)=20
2025.12
7.3
-
FNO
Steps (N)=N/A
2025.12
9.36
-
FunDPS
Steps (N)=200
2025.12
10.63
-
DiffusionPDE
Steps (N)=2000
2025.12
17.51
-
PRISMA
Steps (N)=50, Inferenc...
2025.12
18.35
1.13
PRISMA
Steps (N)=20, Inferenc...
2025.12
18.58
2.13
FNO
2025.12
25.05
5
PINO
2025.12
26.64
6.17
DiffusionPDE
Steps (N)=2000, Infere...
2025.12
44.44
4.38
FunDPS
Steps (N)=200, Inferen...
2025.12
78.36
3.75
FunDPS
Steps (N)=500, Inferen...
2025.12
120
5
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