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1→1 next-step prediction on The Well shear_flow (test)

0.0285VRMSEFLOWER
0.0241080.0537540.08340.113046Feb 17, 2026

Evaluation results

MethodLinks
FLOWERLearning rate=1 × 10⁻³2026.020.0285
CNEXTU-NETLearning rate=1 × 10⁻³2026.020.065
FNOLearning rate=1 × 10⁻³2026.020.0791
SCOTLearning rate=5 × 10⁻⁴2026.020.1383