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Benchmarks
Statistical Emulation of Chaotic Systems on L96 multi-traj (Clean (sigma = 0.0))
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0.055
L1 Histogram Distance
Fixed OT
0.0482
0.0941
0.14
0.1859
Apr 22, 2026
L1 Histogram Distance
Spectral Distance
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
L1 Histogram Distance
Spectral Distance
RMSE
Fixed OT
Dimension (d)=3
2026.04
0.055
0.119
0.313
WGAN (ours)
Dimension (d)=3
2026.04
0.083
0.074
0.318
WGAN (d= 1) (ours)
Dimension (d)=1
2026.04
0.091
0.176
0.306
Sinkhorn (ours)
Dimension (d)=3
2026.04
0.109
0.083
0.325
No OT (baseline)
Dimension (d)=3
2026.04
0.225
0.294
0.302
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