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Benchmarks
Statistical Emulation of Chaotic Systems on L96 multi-traj Noisy (sigma = 0.3)
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0.149
L1 Histogram Distance
WGAN (ours)
0.14104
0.19477
0.2485
0.30223
Apr 22, 2026
L1 Histogram Distance
Spectral Distance
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
L1 Histogram Distance
Spectral Distance
RMSE
WGAN (ours)
Dimension (d)=3
2026.04
0.149
0.049
0.401
Fixed OT
Dimension (d)=3
2026.04
0.175
0.141
0.398
Sinkhorn (ours)
Dimension (d)=3
2026.04
0.175
0.112
0.406
WGAN (d= 1) (ours)
Dimension (d)=1
2026.04
0.234
0.205
0.392
No OT (baseline)
Dimension (d)=3
2026.04
0.348
0.321
0.388
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