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LJ-13 dataset and benchmarks · SOTA2 Research

Research Datasets

LJ-13

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

n-body particle system sampling

LJ-13 (d = 39)

1.54W2 Distance

21

Molecular Sampling

LJ-13

0.053Total Variation (TV)

9

Boltzmann Distribution Sampling

LJ-13

0.879E(·) W2

6

Particle System Sampling

LJ-13 Reward-Tilting

1.734Delta NLL

4

Generative Modeling

LJ-13

1Energy Evaluation

3

Neural Sampling

LJ-13 d = 39

0.86x-W2

3

Popular tasks

Generative Modeling Molecular Sampling Boltzmann Distribution Sampling Particle System Sampling n-body particle system sampling

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