Simulated data
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Simulated Data Setting B: 3 x 3 x 2 (test)
0.491Revenue
4
Simulated Data Setting A: 2 x 4 x 1 (test)
51.5Revenue
4
Simulated data p=100
100TPP
4
Simulated data p=100 (test)
29.48MSPE
4
Simulated data p=50
100True Positive Proportion (TPP)
4
Simulated data (p=50) (test)
29.18MSPE
4
Simulated Data (test)
0MSE
4
Simulated data Experiment 1
3.2RMSAE
4
Simulated data Experiment 2 - directional AWGN
3.4RMS Angular Error
4
Simulated data (Experiment 3)
6.1RMSAE
4
Simulated Data OOD3 (test)
3.91MSE
4
Simulated Data OOD2 (test)
6.39MSE
4
Simulated Data OOD1 (test)
3.98MSE
4
Simulated Data Counterfactual (test)
4.61MSE
4
Simulated Data Observational (test)
3.28MSE
4
Simulated Data n=20000, p=1000
8Time (s)
3
Simulated Data (n=20000, p=100)
0.28Objective Value
3
Simulated Data (n=20000, p=10)
0.45Objective Value
3
Simulated Data (n=10000, p=1000)
0.48Objective Value
3
Simulated Data (n=10000, p=100)
1.04Objective Value
3
Simulated Data (n=10000, p=10)
0.47Objective Value
3
Simulated data (test)
1.45Test MSE
3
Simulated Data 50 Monte Carlo runs
-1Final Estimate Error (mm)
2
Simulated Data 50 Monte Carlo runs
2Final Estimate Error (µg)
2
Simulated Data 50 Monte Carlo runs
1Final Estimate Error (0.001 deg)
2