Posterior Estimation on Air-traffic 15 countries
0.008Mean BiasNPE (online) + SC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NPE (online) + SCParameter=alpha2025.01 | 0.008 | 0.005 | 0.01 | |
| NPE (online) + SCParameter=delta2025.01 | 0.009 | 0.016 | 0.017 | |
| NPE (online) + SCParameter=log(sigma)2025.01 | 0.009 | 0.013 | 0.016 | |
| NPE (online) + SCParameter=beta2025.01 | 0.013 | 0.011 | 0.018 | |
| NPE (online) + SCParameter=gamma2025.01 | 0.014 | 0.009 | 0.018 | |
| Schmitt et al. (2024)Parameter=alpha2025.01 | 0.026 | 0.003 | 0.068 | |
| Schmitt et al. (2024)Parameter=log(sigma)2025.01 | 0.042 | 0.066 | 0.459 | |
| Schmitt et al. (2024)Parameter=beta2025.01 | 0.052 | 0.039 | 0.133 | |
| VAEParameter=alpha2025.01 | 0.06 | 0.029 | 0.065 | |
| NPE (online)Parameter=alpha2025.01 | 0.075 | 0.03 | 0.08 | |
| NPE (online)Parameter=beta2025.01 | 0.087 | 0.011 | 0.088 | |
| NPE (online)Parameter=delta2025.01 | 0.096 | 0.059 | 0.11 | |
| VAEParameter=beta2025.01 | 0.096 | 0.05 | 0.102 | |
| NPE (online)Parameter=gamma2025.01 | 0.101 | 0.058 | 0.113 | |
| VAEParameter=gamma2025.01 | 0.108 | 0.079 | 0.125 | |
| VAEParameter=delta2025.01 | 0.11 | 0.083 | 0.128 | |
| Schmitt et al. (2024)Parameter=delta2025.01 | 0.112 | 0.001 | 0.24 | |
| VAEParameter=log(sigma)2025.01 | 0.142 | 0.026 | 0.144 | |
| NPE (online)Parameter=log(sigma)2025.01 | 0.189 | 0.17 | 0.227 | |
| Schmitt et al. (2024)Parameter=gamma2025.01 | 0.2 | 0.022 | 0.278 |