Spacecraft Trajectory Forecasting on NASA CDDIS RTN Frame 4000M (Extrapolation Horizons)
2.63MSE (%)GMAT+CTPC-CDE++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GMAT+CTPC-CDE++Test Period=2017-02-15 to 2017-02-282026.06 | 2.63 | 0.98 | 16.7 | |
| GMAT+CTPC-CDETest Period=2017-02-15 to 2017-02-282026.06 | 3.3 | 0.84 | 16.64 | |
| GMAT+CTPC-ODETest Period=2017-06-15 to 2017-06-302026.06 | 3.36 | 0.84 | 16.62 | |
| GMAT+CTPC-CDE++Test Period=2017-10-15 to 2017-10-302026.06 | 3.51 | 0.62 | 16.47 | |
| GMAT+CTPC-CDETest Period=2017-06-15 to 2017-06-302026.06 | 3.59 | 0.99 | 16.67 | |
| GMAT+CTPC-CDE++Test Period=2017-06-15 to 2017-06-302026.06 | 3.95 | 0.85 | 16.07 | |
| GMAT+CTPC-CDE++Test Period=Average (All Periods)2026.06 | 4.06 | 0.82 | 16.71 | |
| GMAT+CTPC-CDETest Period=2017-10-15 to 2017-10-302026.06 | 4.12 | 0.74 | 17.28 | |
| GMAT+CTPC-ODETest Period=2017-08-15 to 2017-08-312026.06 | 4.13 | 0.54 | 16.54 | |
| GMAT+CTPC-ODETest Period=2017-02-15 to 2017-02-282026.06 | 4.14 | 0.75 | 16.4 | |
| GMAT+CTPC-CDETest Period=Average (All Periods)2026.06 | 4.22 | 0.8 | 16.82 | |
| GMAT+CTPC-ODETest Period=2017-10-15 to 2017-10-302026.06 | 4.23 | 0.7 | 16.86 | |
| GMAT+CTPC-CDETest Period=2017-08-15 to 2017-08-312026.06 | 4.3 | 0.57 | 16.72 | |
| GMAT+CTPC-ODETest Period=Average (All Periods)2026.06 | 4.34 | 0.71 | 16.79 | |
| GMAT+CTPC-ODETest Period=2017-12-15 to 2017-12-312026.06 | 4.56 | 0.7 | 16.94 | |
| GMAT+CTPC-CDETest Period=2017-12-15 to 2017-12-312026.06 | 4.6 | 0.8 | 17.41 | |
| GMAT+CTPC-CDE++Test Period=2017-08-15 to 2017-08-312026.06 | 4.61 | 0.67 | 17.12 | |
| GMAT+CTPC-CDE++Test Period=2017-04-15 to 2017-04-302026.06 | 4.8 | 0.99 | 16.45 | |
| GMAT+CTPC-CDE++Test Period=2017-12-15 to 2017-12-312026.06 | 4.86 | 0.85 | 17.46 | |
| GMAT+Latent ODE⋆Test Period=2017-08-15 to 2017-08-312026.06 | 4.99 | 300.31 | 37.06 | |
| GMAT+CTPC-CDETest Period=2017-04-15 to 2017-04-302026.06 | 5.44 | 0.87 | 16.22 | |
| GMAT+Latent ODE†Test Period=2017-08-15 to 2017-08-312026.06 | 5.61 | 105.81 | 22.2 | |
| GMAT+CTPC-ODETest Period=2017-04-15 to 2017-04-302026.06 | 5.62 | 0.74 | 16.37 | |
| GMAT+Latent ODE⋆Test Period=2017-10-15 to 2017-10-302026.06 | 6.21 | 94.43 | 37.8 | |
| GMAT+Latent ODE†Test Period=2017-10-15 to 2017-10-302026.06 | 6.4 | 33.69 | 22.5 | |
| GMAT+Latent ODE⋆Test Period=Average (All Periods)2026.06 | 6.87 | 3,601.1 | 37.93 | |
| GMAT+Latent ODE⋆Test Period=2017-02-15 to 2017-02-282026.06 | 7.17 | 2,271.43 | 39.52 | |
| GMAT+Latent ODE†Test Period=Average (All Periods)2026.06 | 7.3 | 567.35 | 22.48 | |
| GMAT+Latent ODE⋆Test Period=2017-12-15 to 2017-12-312026.06 | 7.55 | 2,877.62 | 37.92 | |
| GMAT+Latent ODE⋆Test Period=2017-04-15 to 2017-04-302026.06 | 7.65 | 248.74 | 36.44 | |
| GMAT+Latent ODE⋆Test Period=2017-06-15 to 2017-06-302026.06 | 7.7 | 15,814.05 | 38.82 | |
| GMAT+Latent ODE†Test Period=2017-04-15 to 2017-04-302026.06 | 7.73 | 998.13 | 22.51 | |
| GMAT+Latent ODE†Test Period=2017-12-15 to 2017-12-312026.06 | 7.86 | 310.34 | 22.64 | |
| GMAT+Latent ODE†Test Period=2017-02-15 to 2017-02-282026.06 | 7.88 | 564.4 | 22.32 | |
| GMAT+Latent ODE†Test Period=2017-06-15 to 2017-06-302026.06 | 8.37 | 1,391.71 | 22.73 | |
| GMATTest Period=2017-08-15 to 2017-08-312026.06 | 10.75 | — | — | |
| GMATTest Period=2017-10-15 to 2017-10-302026.06 | 12.01 | — | — | |
| GMATTest Period=Average (All Periods)2026.06 | 13.74 | — | — | |
| GMATTest Period=2017-12-15 to 2017-12-312026.06 | 14.2 | — | — | |
| GMATTest Period=2017-04-15 to 2017-04-302026.06 | 14.37 | — | — | |
| GMATTest Period=2017-02-15 to 2017-02-282026.06 | 14.65 | — | — | |
| GMATTest Period=2017-06-15 to 2017-06-302026.06 | 16.47 | — | — |