Lorenz
Benchmarks
TaskDatasetSOTA resultTrendResults
Lorenz-96
100AUROC
36
Lorenz-96
0.669RMSE
24
Lorenz–63
5.744Average EW2
18
Lorenz-96 10-dimensional
0.592RMSE
18
Lorenz Base
1.34MSE
17
Lorenz-Base H=192
0.823CRPS
10
Lorenz-Base H=64
0.295CRPS
10
Lorenz F=40 T=500
62.2PR
9
Lorenz F=40 T=250
71.2PR Score
9
Lorenz F=10 T=500
60.2PR
9
Lorenz F=10 (T=250)
61.17PR
9
Lorenz (40, 1000, 20)
93.9AUROC
8
Lorenz(20,1000,10)
98.6AUROC
8
Lorenz '96 Temporal Interpolation
0.977ACF at τ = 10
8
Lorenz 1963
0.05RMSE
8
Lorenz
1ARI
8
Lorenz 96 Noise Levels: 0%, 1%, 10% (large) ODE
1Mp
8
Lorenz ρ = 10
0.173L2 Error
6
Lorenz ρ = 5
0.084L-infinity Error
6
Lorenz 1963 (eval)
0.05RMSE
6
Lorenz-63
1.2VPT (0% noise)
6
Lorenz (test)
0.065RMSE (128 steps)
5
Lorenz
91Coverage@90%
5
Lorenz 63 chaotic ODE system
0Synthesis Time (10K Samples)
4
Lorenz '96 Temporal Extrapolation
0.976ACF (τ=10)
4