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Benchmarks
1→1 next-step prediction on The Well active_matter (test)
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0.0397
VRMSE
FLOWER
0.032488
0.081169
0.12985
0.178531
Feb 17, 2026
VRMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
VRMSE
FLOWER
Learning rate=1 × 10⁻³
2026.02
0.0397
CNEXTU-NET
Learning rate=1 × 10⁻³
2026.02
0.0918
SCOT
Learning rate=5 × 10⁻⁴
2026.02
0.1934
FNO
Learning rate=1 × 10⁻³
2026.02
0.22
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