High-dimensional Gaussian mixture
Benchmarks
TaskDatasetSOTA resultTrendResults
High-Dimensional Gaussian Mixture D=64, uniform, gamma=0.01 v1 (test)
0.77Conditional Trend Score
16
High-Dimensional Gaussian Mixture D=64, uniform, gamma=0.005 v1 (test)
82Conditional Trend Score
16
High-Dimensional Gaussian Mixture D=64, gaussian, gamma=0.05 v1 (test)
75Conditional Trend Score
16
High-Dimensional Gaussian Mixture D=64, gaussian, gamma=0.02 v1 (test)
85Conditional Trend Score
16
High-Dimensional Gaussian Mixture D=16, uniform, gamma=0.01 v1 (test)
84Conditional Trend Score
16
High-Dimensional Gaussian Mixture (D=16, uniform, gamma=0.005) v1 (test)
84Conditional Trend Score
16
High-Dimensional Gaussian Mixture D=16, gaussian, gamma=0.05 v1 (test)
84Conditional Trend Score
16
High-Dimensional Gaussian Mixture D=16, gaussian, gamma=0.02 v1 (test)
82Conditional Trend Score
16
High-Dimensional Gaussian Mixture (D=2, uniform, gamma=0.01) v1 (test)
0.87Conditional Trend Score
16
High-Dimensional Gaussian Mixture D=2, uniform, gamma=0.005 v1 (test)
0.87Conditional Trend Score
16
High-Dimensional Gaussian Mixture D=2, gaussian, gamma=0.05 v1 (test)
85Conditional Trend Score
16
High-Dimensional Gaussian Mixture D=2, gamma=0.02 v1 (test)
91Conditional Trend Score
16
High-dimensional Gaussian mixture benchmark
0.97Trend Score (D=2, gaussian, ϵ=0.02)
16
high-dimensional Gaussian mixture benchmark
0Trajectory reverse KL divergence (D=2, Gaussian noise 0.02)
15
High-dimensional Gaussian mixture D=64
0Trajectory KL Divergence (Gaussian 0.02 perturbation)
15
High-dimensional Gaussian mixture D=16
0KL Div (Gaussian, 0.02)
15
High-dimensional Gaussian mixture D=2
0Trajectory KL Divergence (Gaussian 0.02)
15
High-dimensional Gaussian mixture D=64, uniform
100C2ST (gamma=0.005)
5
High-dimensional Gaussian mixture D=64
100C2ST (gamma=0.02)
5
High-dimensional Gaussian mixture D=16, uniform
100C2ST (gamma=0.005)
5
High-dimensional Gaussian mixture D=16
100C2ST (gamma=0.02)
5
High-dimensional Gaussian mixture D=2, uniform
100C2ST (gamma=0.005)
5
High-dimensional Gaussian mixture D=2
1C2ST (gamma=0.02)
5
High-dimensional Gaussian Mixture Uniform distribution
0.92Conditional Shape Score
4