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Benchmarks

Task NameDataset NameSOTA ResultTrend
Transport Planningpinwheel
Average Trajectory Length1.8178
6
Samplingpinwheel
Transport Efficiency99.5
6
Generative Modelingpinwheel
MMD0
6
Sample Generationpinwheel (test)
Avg L1 Distance1.8088
6
Synthetic Data Generationpinwheel
CSD1.8435
6
Discrete Density Estimationpinwheel Gray code (test)
MMD0.046
5
Discrete Density Estimationpinwheel
NLL19.554
5
Generative ModelingPinwheel
AU1
5
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