Synthetic High-Dimensional Data
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic high-dimensional data (test)
0.069Mean Test L2 Loss
54
Synthetic high-dimensional data (variance change Σ = 2Id)
0.99Mean Probability
40
Synthetic High-Dimensional Data d=10
5.57MSE
5
Synthetic High-Dimensional Data (d=500)
6.67MSE
3
Synthetic High-Dimensional Data d=400
7.32MSE
3
Synthetic High-Dimensional Data (d=350)
7.05MSE
3
Synthetic High-Dimensional Data d=300
6.93MSE
3
Synthetic High-Dimensional Data d=250
6.66MSE
3
Synthetic High-Dimensional Data d=200
7.09MSE
3
Synthetic High-Dimensional Data d=150
6.05MSE
3
Synthetic High-Dimensional Data d=100
6.42MSE
3
Synthetic High-Dimensional Data d=75
6.69MSE
3
Synthetic High-Dimensional Data d=50
5.96MSE
3
Synthetic High-Dimensional Data d=25
5.22MSE
3