Parametric estimation of confining and interaction potentials on Boundary (test)
0.85Relative Error (∇V)Self-Test
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Self-TestModel=Smoothness, Delta_t=10^-22026.04 | 0.85 | 2.55 | |
| Self-TestModel=Smoothness, Delta_t=10^-32026.04 | 1.07 | 2.01 | |
| Labeled MLEModel=Conditioning, Delta_t=10^-32026.04 | 1.15 | 11.97 | |
| Self-Test NNModel=Smoothness, Delta_t=10^-22026.04 | 1.41 | 4.6 | |
| Self-TestModel=Conditioning, Delta_t=10^-32026.04 | 1.46 | 31.02 | |
| Self-TestModel=Conditioning, Delta_t=10^-22026.04 | 1.58 | 40.26 | |
| Self-Test NNModel=Singularity, Delta_t=10^-12026.04 | 1.6 | 4.8 | |
| Self-TestModel=Smooth ctrl, Delta_t=10^-32026.04 | 1.72 | 1.69 | |
| Self-Test NNModel=Smoothness, Delta_t=10^-32026.04 | 1.76 | 3.32 | |
| Self-Test NNModel=Singularity, Delta_t=10^-32026.04 | 1.91 | 40.4 | |
| Self-TestModel=Smooth ctrl, Delta_t=10^-22026.04 | 2.01 | 3.86 | |
| Self-Test NNModel=Smooth ctrl, Delta_t=10^-32026.04 | 2.34 | 3.43 | |
| Labeled MLEModel=Conditioning, Delta_t=10^-22026.04 | 2.67 | 15.85 | |
| Self-Test NNModel=Singularity, Delta_t=10^-22026.04 | 2.7 | 4.96 | |
| Labeled MLEModel=Smooth ctrl, Delta_t=10^-32026.04 | 2.77 | 5.61 | |
| Self-Test NNModel=Smooth ctrl, Delta_t=10^-22026.04 | 2.96 | 2.95 | |
| Labeled MLEModel=Smoothness, Delta_t=10^-12026.04 | 3.57 | 92.15 | |
| Self-Test NNModel=Smoothness, Delta_t=10^-12026.04 | 3.64 | 8.77 | |
| Self-Test NNModel=Conditioning, Delta_t=10^-32026.04 | 3.83 | 26.7 | |
| SinkhornModel=Smooth ctrl, Delta_t=10^-22026.04 | 4.13 | 8 | |
| Labeled MLEModel=Singularity, Delta_t=10^-22026.04 | 4.53 | 99.4 | |
| SinkhornModel=Singularity, Delta_t=10^-22026.04 | 4.53 | 99.4 | |
| SinkhornModel=Smooth ctrl, Delta_t=10^-32026.04 | 4.82 | 8.87 | |
| Self-Test NNModel=Smooth ctrl, Delta_t=10^-12026.04 | 5.91 | 6.78 | |
| Self-TestModel=Conditioning, Delta_t=10^-12026.04 | 6.19 | 185 | |
| SinkhornModel=Smoothness, Delta_t=10^-32026.04 | 6.3 | 14.42 | |
| Labeled MLEModel=Smoothness, Delta_t=10^-32026.04 | 6.7 | 12.98 | |
| Self-Test NNModel=Conditioning, Delta_t=10^-22026.04 | 7.84 | 24.6 | |
| Self-TestModel=Smooth ctrl, Delta_t=10^-12026.04 | 8.05 | 33.42 | |
| Self-TestModel=Singularity, Delta_t=10^-32026.04 | 8.88 | 13.89 | |
| Self-TestModel=Smoothness, Delta_t=10^-12026.04 | 9.07 | 10.01 | |
| Self-Test NNModel=Conditioning, Delta_t=10^-12026.04 | 10.8 | 125 | |
| Labeled MLEModel=Smooth ctrl, Delta_t=10^-22026.04 | 13.06 | 31.3 | |
| Self-TestModel=Singularity, Delta_t=10^-22026.04 | 13.34 | 21.75 | |
| SinkhornModel=Conditioning, Delta_t=10^-32026.04 | 13.58 | 271 | |
| Self-TestModel=Singularity, Delta_t=10^-12026.04 | 15.36 | 39.68 | |
| SinkhornModel=Smoothness, Delta_t=10^-22026.04 | 18.23 | 59.31 | |
| Labeled MLEModel=Smoothness, Delta_t=10^-22026.04 | 21.05 | 52.63 | |
| Labeled MLEModel=Conditioning, Delta_t=10^-12026.04 | 21.58 | 24.75 | |
| Labeled MLEModel=Singularity, Delta_t=10^-32026.04 | 25.46 | 55.12 | |
| SinkhornModel=Singularity, Delta_t=10^-32026.04 | 25.46 | 55.12 | |
| SinkhornModel=Smoothness, Delta_t=10^-12026.04 | 31.32 | 95.89 | |
| Labeled MLEModel=Smooth ctrl, Delta_t=10^-12026.04 | 32.19 | 78.79 | |
| SinkhornModel=Smooth ctrl, Delta_t=10^-12026.04 | 33.88 | 38.51 | |
| SinkhornModel=Conditioning, Delta_t=10^-22026.04 | 34.74 | 719 | |
| Labeled MLEModel=Singularity, Delta_t=10^-12026.04 | 47.51 | 100 | |
| SinkhornModel=Singularity, Delta_t=10^-12026.04 | 49.72 | 101 | |
| SinkhornModel=Conditioning, Delta_t=10^-12026.04 | 59.21 | 1,258 |