Synthetic
Benchmarks
TaskDatasetSOTA resultTrendResults
Synthetic nonlinear (test)
0.036Task Loss
7
Synthetic linear (test)
1.159k* MAE
7
Synthetic linear (test)
0.032Task Loss
7
Synthetic Log-Logistic Distribution
0.014L1 Error (S^)
7
Synthetic Log-Normal Distribution
0.015L1 Error (S^)
7
Synthetic Gompertz Distribution
0.012L1 Error S^
7
Synthetic Gamma Distribution
0.011L1 Error (S^)
7
Synthetic Weibull Distribution
0.013L1 Error of Survival Function ($S^\wedge$)
7
Synthetic Exponential Distribution
0.012L1 Error of S^
7
Synthetic (5-fold)
5Pareto Non-Dominance Count
7
Synthetic L=4
17SHD
7
Synthetic L=3
5SHD
7
Synthetic L=2
2SHD
7
Synthetic
1Oracle CLS
7
Synthetic
15.6SAIDI
7
Synthetic (Kubric + HUMOTO) (test)
31.49PSNR
7
Synthetic Dl+o
0.87PEHE
7
Synthetic Dl
0.63PEHE
7
Synthetic Average
0.02Chamfer Distance (CD)
7
Synthetic drill
0.013Chamfer Distance (CD)
7
Synthetic garden gnome
0.016Chamfer Distance (CD)
7
Synthetic bunny
0.023Chamfer Distance
7
Synthetic ottoman
0.028CD
7
Synthetic drain cleaner
0.012Chamfer Distance (CD)
7
Synthetic 50% MCAR (test)
74.2AUC
7