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checkerboard

Benchmarks

Task NameDataset NameSOTA ResultTrend
Distribution FittingCheckerboard 2D synthetic (toy)
JS Divergence0.03
7
Classificationcheckerboard UCI/KEEL (test)
Accuracy88.46
6
Transport Planningcheckerboard
Avg Trajectory Length0.7213
6
Samplingcheckerboard
Transport Efficiency99.02
6
Generative Modelingcheckerboard
MMD0
6
Sample Generationcheckerboard (test)
Avg L1 Distance0.709
6
Synthetic Data Generationcheckerboard
CSD1.1348
6
Discrete Density Estimationcheckerboard Gray code (test)
MMD1.206
5
Discrete Density Estimationcheckerboard
NLL20.678
5
2D Synthetic Data GenerationCheckerboard (test)
MMD0.81
4
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