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Benchmarks
PDE Reconstruction on Poisson 3% uniformly random measurements
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7.81
Coefficient Rel L2 Error (%)
Ambient Flow
-1.1856
59.5347
120.255
180.9753
Feb 14, 2026
Coefficient Rel L2 Error (%)
Solution Rel L2 Error (%)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Coefficient Rel L2 Error (%)
Solution Rel L2 Error (%)
Ambient Flow
Partial Obs. Training=...
2026.02
7.81
0.45
Ambient Flow
Partial Obs. Training=...
2026.02
7.81
0.45
Ambient Flow
Partial Obs. Training=...
2026.02
7.86
0.48
FunDPS
Partial Obs. Training=...
2026.02
20.47
1.99
DiffusionPDE
Partial Obs. Training=...
2026.02
21.1
4.88
FunDPS
Partial Obs. Training=...
2026.02
24.04
2.04
DeepONet
Partial Obs. Training=...
2026.02
105.8
155.5
PINN
Partial Obs. Training=...
2026.02
130
128.1
PINO
Partial Obs. Training=...
2026.02
231.9
107.1
FNO
Partial Obs. Training=...
2026.02
232.7
100.9
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