Experiment
Benchmarks
TaskDatasetSOTA resultTrendResults
Experiment 1 (test)
100F1 Score (Ga)
40
Experiment 3 (Leave-One-Out Cross-Validation)
0.948R2
22
Experiment 3 Full Aggregate Data (train)
0.991R2
22
Experiment 2 no-correction condition
0.962Adjusted R-squared
14
Experiment 2 (LOOCV)
0.947R2 Score
14
Experiment 2
0.999R2
14
Experiment Thread Network 1
100Requests Sent
12
Experiment 1 (LOOCV)
2.64R2
10
Experiment 1
2.65R2
10
Experiment B Cluster constant (test)
0.011MSE
8
Experiment B Cluster constant covariates
0.507MSE
7
Experiment Simulation 1
4.46Trajectory Time (s)
7
Experiment 5D input Gaussian Process 4.2.1
0.31Expected NLL (Hyper)
6
Experiment 2 Small-deformation regime lambda=0.05
161.73RM (\u03BB=0.05)
6
Experiment 3 (evaluation set)
0.417CLAP
5
Experiment 6.4
0.66Mean Cost
4
Experiment 6.3
7.15Mean Cost
4
Experiment 6.2
1.75Mean Cost
4
Experiment 6.1
0.67Mean Cost
4
Experiment E6 (test)
2.9Best Loss
4
Experiment E4 (test)
0.41Best Loss
4
Experiment E3 (test)
0.42Best Loss
4
Experiment E2 (test)
0.42Best Loss
4
Experiment E1 (test)
0.41Best Loss
4
Experiment d = 20 3
0.031Test Relative Error
4