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Benchmarks
Forward prediction on Kolmogorov flow 40 frames Super-resolution (test)
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0.0198
L2 Relative Error
ENS
-0.157408
1.038746
2.2349
3.431054
Jun 25, 2026
L2 Relative Error
PDE Residual
Updated 1mo ago
Evaluation Results
Method
Method
Links
L2 Relative Error
PDE Residual
ENS
Inference Time (s)=0.43
2026.06
0.0198
5.55
PINO
Inference Time (s)=0.0093
2026.06
0.132
4.85
FNO
Inference Time (s)=0.0093
2026.06
0.16
1.49
POSEIDON
Inference Time (s)=6.97
2026.06
0.665
15.3
DiffusionPDE
Inference Time (s)=229.27
2026.06
0.945
-
PINO(TTOP)
Inference Time (s)=72.7
2026.06
4.45
0.0774
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