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Benchmarks
PDE Inverse Problem on Poisson Noisy
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41.14
L2 Relative Error
PRISMA
-1,199,957.2144
6,900,031.6778
15,000,020.57
23,100,009.4622
Dec 1, 2025
L2 Relative Error
Average Rank
Updated 5mo ago
Evaluation Results
Method
Method
Links
L2 Relative Error
Average Rank
PRISMA
Steps (N)=50, Inferenc...
2025.12
41.14
1.13
PRISMA
Steps (N)=20, Inferenc...
2025.12
41.75
2.13
DiffusionPDE
Steps (N)=2000, Infere...
2025.12
130.01
4.38
FunDPS
Steps (N)=200, Inferen...
2025.12
1,491.36
3.75
FunDPS
Steps (N)=500, Inferen...
2025.12
1,772.23
5
PINO
2025.12
2,300,000
6.17
FNO
2025.12
30,000,000
5
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