Trajectory Prediction on Argoverse 1.0 (test)
0.8minADE (k=6)SceneTransformer
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SceneTransformer2022.06 | 0.8 | 1.81 | 4.06 | 59.21 | 1.23 | 12.55 | 1.88 | |
| MultiModal Transformer2022.06 | 0.84 | 1.74 | 3.9 | 60.23 | 1.29 | 14.29 | 1.94 | |
| SSL-Lanes2022.06 | 0.84 | 1.63 | 3.56 | 56.71 | 1.25 | 13.26 | 1.94 | |
| Lane-GCN2022.06 | 0.87 | 1.71 | 3.78 | 58.77 | 1.36 | 16.2 | 2.05 | |
| TPCN2022.06 | 0.87 | 1.66 | 3.69 | 58.8 | 1.38 | 15.8 | 1.92 | |
| mmTransformer2022.06 | 0.87 | 1.77 | 4 | 61.78 | 1.34 | 15.4 | 2.03 | |
| DenseTNT2022.06 | 0.88 | 1.68 | 3.63 | 58.43 | 1.28 | 12.58 | 1.97 | |
| HOME2022.06 | 0.89 | 1.7 | 3.68 | 57.23 | 1.29 | 8.46 | 1.86 | |
| Latent VariableTransformer2022.06 | 0.89 | — | — | — | 1.41 | 16 | — | |
| LaneRCNN2022.06 | 0.9 | 1.68 | 3.69 | 56.85 | 1.45 | 12.32 | 2.15 | |
| WIMP2022.06 | 0.9 | 1.82 | 4.03 | 62.88 | 1.42 | 16.69 | 2.11 | |
| TNT2022.06 | 0.94 | 1.77 | 3.91 | 59.7 | 1.54 | 13.3 | 2.14 | |
| Jean2022.06 | 0.98 | 1.74 | 4.24 | 68.56 | 1.42 | 13.08 | 2.12 | |
| PRIME2022.06 | 1.22 | 1.91 | 3.82 | 58.67 | 1.55 | 11.5 | 2.09 | |
| NN + Map2022.06 | 2.08 | 3.65 | 8.12 | 94 | 4.02 | 58 | — |