Vessel Trajectory Prediction on Maritime-MmD+ v1 (test)
0.8Average Displacement Error (ADE)CmIVTP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CmIVTPAIS missing rate (ρ)=0.12026.05 | 0.8 | 0.97 | |
| CmIVTPAIS missing rate (ρ)=0.22026.05 | 0.9 | 1.03 | |
| CmIVTPAIS missing rate (ρ)=0.32026.05 | 1.08 | 1.22 | |
| DJANetAIS missing rate (ρ)=0.12026.05 | 1.22 | 1.28 | |
| BiLSTMAIS missing rate (ρ)=0.12026.05 | 1.33 | 1.45 | |
| LSTMAIS missing rate (ρ)=0.12026.05 | 1.34 | 1.48 | |
| Trans.AIS missing rate (ρ)=0.12026.05 | 1.45 | 1.48 | |
| STGTPAIS missing rate (ρ)=0.12026.05 | 1.45 | 1.56 | |
| LSTMAIS missing rate (ρ)=0.22026.05 | 1.53 | 1.72 | |
| BiLSTMAIS missing rate (ρ)=0.22026.05 | 1.53 | 1.59 | |
| GNNAIS missing rate (ρ)=0.12026.05 | 1.56 | 2.21 | |
| BiGRUAIS missing rate (ρ)=0.12026.05 | 1.57 | 1.65 | |
| STGTPAIS missing rate (ρ)=0.32026.05 | 1.58 | 1.63 | |
| GRUAIS missing rate (ρ)=0.12026.05 | 1.59 | 1.61 | |
| GANAIS missing rate (ρ)=0.12026.05 | 1.59 | 1.63 | |
| STGTPAIS missing rate (ρ)=0.22026.05 | 1.63 | 1.72 | |
| BiGRUAIS missing rate (ρ)=0.22026.05 | 1.73 | 1.82 | |
| TCNNAIS missing rate (ρ)=0.12026.05 | 1.74 | 2.98 | |
| Trans.AIS missing rate (ρ)=0.22026.05 | 1.78 | 1.83 | |
| VAEAIS missing rate (ρ)=0.12026.05 | 1.78 | 1.84 | |
| BiLSTMAIS missing rate (ρ)=0.32026.05 | 1.8 | 1.84 | |
| GRUAIS missing rate (ρ)=0.22026.05 | 1.81 | 1.85 | |
| GANAIS missing rate (ρ)=0.32026.05 | 1.81 | 1.86 | |
| BiGRUAIS missing rate (ρ)=0.32026.05 | 1.83 | 1.87 | |
| GANAIS missing rate (ρ)=0.22026.05 | 1.83 | 1.87 | |
| LSTMAIS missing rate (ρ)=0.32026.05 | 1.88 | 1.91 | |
| VAEAIS missing rate (ρ)=0.32026.05 | 1.88 | 1.9 | |
| GRUAIS missing rate (ρ)=0.32026.05 | 1.92 | 1.94 | |
| DJANetAIS missing rate (ρ)=0.22026.05 | 1.95 | 2.05 | |
| Trans.AIS missing rate (ρ)=0.32026.05 | 1.99 | 1.92 | |
| ACNetAIS missing rate (ρ)=0.12026.05 | 1.99 | 2.37 | |
| TCNNAIS missing rate (ρ)=0.22026.05 | 2 | 3.2 | |
| GNNAIS missing rate (ρ)=0.22026.05 | 2 | 2.29 | |
| VAEAIS missing rate (ρ)=0.22026.05 | 2.01 | 2.1 | |
| DJANetAIS missing rate (ρ)=0.32026.05 | 2.08 | 2.19 | |
| ACNetAIS missing rate (ρ)=0.22026.05 | 2.17 | 2.47 | |
| ACNetAIS missing rate (ρ)=0.32026.05 | 2.19 | 2.52 | |
| GNNAIS missing rate (ρ)=0.32026.05 | 2.2 | 2.6 | |
| TCNNAIS missing rate (ρ)=0.32026.05 | 2.29 | 3.56 | |
| TrAIS.AIS missing rate (ρ)=0.12026.05 | 2.4 | 2.75 | |
| TrAIS.AIS missing rate (ρ)=0.22026.05 | 2.52 | 2.86 | |
| TrAIS.AIS missing rate (ρ)=0.32026.05 | 2.58 | 2.91 |