Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

systems

Benchmarks

Task NameDataset NameSOTA ResultTrend
Long-term forecastingSystems long-term trajectories of length 4096 (test)
Avg Spectral Hellinger Distance (H^2)0.25
25
Distributional Predictionsystems (test)
KL Divergence2.52
25
Time-series Distributional PredictionSystems (test)
Spectral Hellinger Distance (Per-System)0
20
Time-series ForecastingSystems (test)
Per-system Difference in KL Divergence0.14
20
Long-horizon forecastingHeld-out systems
MAE0.35
18
Showing 5 of 5 rows