Example
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Example 2
0Error (E)
84
Example 1
100TPR
24
Example 1
0E* Metric
20
Example 2 (rho=0.95)
1.115Estimation Error
16
Example 2 rho=0.75
1.16Estimation Error
16
Example 2
0False Selection Probability
16
Example 3 MVEE 1000 randomized instances
0.18Average Solving Time (ms)
12
Example 3 singularly perturbed non-linear problem with Neumann boundary conditions
0L2 Error
12
Example 2 Advection-diffusion-reaction system
7.17Relative Error (ERel,1:T)
12
Example N=1000
10Classification Risk
12
Example N=100
11Classification Risk
12
Example Case 2
311Mean Cost (USD)
10
Example Synthetic Frame of Discernment with ten elements 4.3
5k[39]
10
Example 1 (sigma=1)
1.159Pre Error
8
Example 1 (sigma=0.5)
0.292Pre Error
8
Example sigma=1 N=100 1
0.906Estimation Error
8
Example 1 sigma=0.5 (N=100)
0.625Estimation Error
8
Example 3
0PFS
8
Example 1
0.02PFS
8
Example 3
0.03False Selection Probability
8
Example 2 (epsilon = 2^-7)
0L2 Error
7
Example 6
1.27L2-error
7
Example Relative Preference Sets 4.4
0K[14] (Left Arrow)
7
Example simulated flow process 1 3 (1000 samples)
1.668RMSE
6
Example 6
0.085Estimated SD
6