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Forward prediction on Kolmogorov flow 40 frames In-distribution (test)
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0.808
L2 Relative Error
ENS
-2.43568
19.45916
41.354
63.24884
Jun 25, 2026
L2 Relative Error
PDE Residual
Updated 29d ago
Evaluation Results
Method
Method
Links
L2 Relative Error
PDE Residual
ENS
Inference Time (s)=0.43
2026.06
0.808
0.25
FNO
Inference Time (s)=0.0093
2026.06
5.41
1.22
PINO
Inference Time (s)=0.0093
2026.06
8.05
3.49
PINO(TTOP)
Inference Time (s)=72.7
2026.06
21.1
0.0483
POSEIDON
Inference Time (s)=6.97
2026.06
56.2
7.35
DiffusionPDE
Inference Time (s)=229.27
2026.06
81.9
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