Trajectory Prediction on TrajAir 111Days 1.0 (test)
0.19Min ADE (2.0s)ASCENT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ASCENTInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 0.19 | 0.26 | — | — | |
| GooDFlightInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 0.29 | 0.39 | — | — | |
| MIDInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 0.55 | 0.87 | — | — | |
| Expert-TrajInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 0.55 | 0.72 | — | — | |
| SocialPatteRNN-ATTInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 0.67 | 1.4 | — | — | |
| PECNetInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 0.67 | 1.14 | — | — | |
| DAG-NetInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 0.77 | 1.61 | — | — | |
| TrajAirNetInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 0.79 | 1.58 | — | — | |
| S-PECInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 1.04 | 2.18 | — | — | |
| STG-CNNInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 1.37 | 2.35 | — | — | |
| TransformerTFInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 1.67 | 3.94 | — | — | |
| Constant VelocityInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 1.85 | 4.16 | — | — | |
| Nearest NeighborInput duration=40 s, Number of predicted trajectories (K)=202026.03 | 1.97 | 2.7 | — | — | |
| ASCENTInput duration=11 s, Number of predicted trajectories (K)=52026.03 | — | — | 0.29 | 0.49 |