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Forward prediction on Darcy flow In-distribution (test)
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0.108
L2 Relative Error
ENS
-3.19968
19.12716
41.454
63.78084
Jun 25, 2026
L2 Relative Error
PDE Residual
Updated 29d ago
Evaluation Results
Method
Method
Links
L2 Relative Error
PDE Residual
ENS
2026.06
0.108
3,720
FNO
2026.06
0.945
142,000
POSEIDON
2026.06
1.94
2,540,000
PINO
2026.06
7.06
29,500
PINO
variant=TTOP
2026.06
23.5
1,510
DiffusionPDE
2026.06
82.8
1,960
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