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Benchmarks
Continuum Dynamics Forecasting on Shear Flow (Time-resolved VRMSE)
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0.0012
VRMSE (One-step)
Walrus
0.0006
0.00465
0.0087
0.01275
Nov 19, 2025
VRMSE (One-step)
VRMSE (Avg T in [1:20])
VRMSE (Avg T in [21:60])
Updated 19d ago
Evaluation Results
Method
Method
Links
VRMSE (One-step)
VRMSE (Avg T in [1:20])
VRMSE (Avg T in [21:60])
Walrus
Training=Fine-tuned, A...
2025.11
0.0012
0.0146
0.081
MPP-AViT-L
Training=Fine-tuned, A...
2025.11
0.0071
0.0377
0.1814
Poseidon-L
Training=Fine-tuned, A...
2025.11
0.009
0.0657
0.2408
DPOT-H
Training=Fine-tuned, A...
2025.11
0.0162
0.0772
0.288
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