Functional Property Estimation on Synthetic Gamma Process Scenario B (sparsity {6, ..., 10})
0.04MSE (MF)Oracle
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Oraclen=3002025.08 | 0.04 | 0.37 | 0.43 | — | |
| Oraclen=2002025.08 | 0.05 | 0.42 | 0.52 | — | |
| Oraclen=1002025.08 | 0.07 | 0.53 | 0.63 | — | |
| GPn=2002025.08 | 0.08 | 0.5 | 0.59 | 0.28 | |
| KLn=2002025.08 | 0.08 | 0.51 | 0.6 | 0.28 | |
| GPn=3002025.08 | 0.08 | 0.41 | 0.49 | 0.29 | |
| KLn=3002025.08 | 0.08 | 0.48 | 0.57 | 0.29 | |
| SFMn=3002025.08 | 0.08 | 0.45 | 0.47 | 0.1 | |
| GPn=1002025.08 | 0.09 | 0.58 | 0.65 | 0.29 | |
| SFMn=2002025.08 | 0.09 | 0.52 | 0.57 | 0.1 | |
| KLn=1002025.08 | 0.1 | 0.58 | 0.7 | 0.29 | |
| SFMn=1002025.08 | 0.1 | 0.54 | 0.58 | 0.12 | |
| DSMn=2002025.08 | 0.24 | 1.25 | 1.19 | 0.24 | |
| DSMn=1002025.08 | 0.28 | 1.26 | 1.21 | 0.27 | |
| DSMn=3002025.08 | 0.28 | 1.27 | 1.24 | 0.26 | |
| FMn=1002025.08 | 0.37 | 1.17 | 0.95 | 0.18 | |
| FMn=3002025.08 | 0.39 | 1.16 | 0.96 | 0.12 | |
| FMn=2002025.08 | 0.51 | 1.18 | 1.03 | 0.13 |