Pedestrian trajectory prediction on Univ
0.48ADECGNS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CGNSContext features=Deactivated2019.05 | 0.48 | 1.22 | |
| SoPhieModel Type=Stochastic2019.04 | 0.54 | 1.24 | |
| SophieCategory=Generative, K=202019.07 | 0.54 | 1.24 | |
| SoPhie2019.05 | 0.54 | 1.24 | |
| S-WaysModel Type=Stochastic2019.04 | 0.55 | 1.31 | |
| BiGANCategory=Ours, K=202019.07 | 0.55 | 1.34 | |
| Social-BIGATCategory=Ours, K=202019.07 | 0.55 | 1.32 | |
| S-GANModel Type=Stochastic2019.04 | 0.56 | 1.18 | |
| GATCategory=Ours, K=202019.07 | 0.57 | 1.29 | |
| S-GAN2019.05 | 0.6 | 1.26 | |
| P-LSTM2019.05 | 0.63 | 1.36 | |
| S-LSTMModel Type=Deterministic2019.04 | 0.67 | 1.4 | |
| S-LSTMCategory=Discriminative2019.07 | 0.67 | 1.4 | |
| S-LSTM2019.05 | 0.67 | 1.4 | |
| CVM2019.05 | 0.73 | 1.63 | |
| S-ForceModel Type=Deterministic2019.04 | 0.74 | 1.12 | |
| S-GAN-PModel Type=Stochastic2019.04 | 0.75 | 1.5 | |
| S-GAN-PCategory=Generative, K=202019.07 | 0.76 | 1.52 | |
| S-GAN-P2019.05 | 0.76 | 1.52 | |
| LinearModel Type=Deterministic2019.04 | 0.82 | 1.68 | |
| LinCategory=Discriminative2019.07 | 0.82 | 1.59 | |
| LR2019.05 | 0.82 | 1.59 |