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Benchmarks
Data Assimilation on Navier–Stokes vorticity SO-5%, K=30 (4 held-out trajectories)
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0.025
NRMSE
SDA
0.02144
0.04547
0.0695
0.09353
May 14, 2026
NRMSE
Mid-k
All-k
Updated 19d ago
Evaluation Results
Method
Method
Links
NRMSE
Mid-k
All-k
SDA
Inference Protocol=Smo...
2026.05
0.025
0.058
0.097
ForcingDAS-FS
Inference Protocol=Smo...
2026.05
0.073
0.166
0.196
ForcingDAS-Pyr
Inference Protocol=Fix...
2026.05
0.081
0.333
0.318
ForcingDAS-AR
Inference Protocol=Fil...
2026.05
0.083
0.328
0.302
FlowDAS
Inference Protocol=Fil...
2026.05
0.114
0.454
1.463
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