Trajectory Forecasting on TrajNet Challenge
0.776Avg ErrorTF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TFContext=/2020.03 | 0.776 | 1.197 | 0.356 | |
| REDv3Context=/2020.03 | 0.781 | 1.201 | 0.36 | |
| REDv2Context=/2020.03 | 0.783 | 1.207 | 0.359 | |
| REDContext=/2020.03 | 0.798 | 1.229 | 0.366 | |
| SR-LSTMContext=S2020.03 | 0.816 | 1.261 | 0.37 | |
| S.Forces (EWAP)Context=S2020.03 | 0.819 | 1.266 | 0.371 | |
| N-Lin. RNN-Enc-MLPContext=/2020.03 | 0.827 | 1.276 | 0.377 | |
| N-Lin. RNNContext=/2020.03 | 0.841 | 1.3 | 0.381 | |
| Temp. ConvNet (TCN)Context=/2020.03 | 0.841 | 1.301 | 0.381 | |
| TFqContext=/2020.03 | 0.858 | 1.3 | 0.416 | |
| N-Linear Seq2SeqContext=/2020.03 | 0.86 | 1.331 | 0.39 | |
| MX-LSTMContext=S2020.03 | 0.887 | 1.374 | 0.399 | |
| Lin. RNN-Enc.-MLPContext=/2020.03 | 0.892 | 1.381 | 0.404 | |
| Lin. InterpolationContext=/2020.03 | 0.894 | 1.359 | 0.429 | |
| Lin. MLP (Off)Context=/2020.03 | 0.896 | 1.384 | 0.407 | |
| BERTContext=/2020.03 | 0.897 | 1.354 | 0.44 | |
| BERT_NLP_pretrainedContext=/2020.03 | 0.902 | 1.357 | 0.447 | |
| S.Forces (ATTR)Context=S2020.03 | 0.904 | 1.395 | 0.412 | |
| Lin. Seq2SeqContext=/2020.03 | 0.923 | 1.429 | 0.418 | |
| Gated TCNContext=/2020.03 | 0.947 | 1.468 | 0.426 | |
| Lin. RNNContext=/2020.03 | 0.951 | 1.482 | 0.42 | |
| Lin. MLP (Pos)Context=/2020.03 | 1.041 | 1.592 | 0.491 | |
| LSTMContext=/2020.03 | 1.14 | 1.793 | 0.491 | |
| S-GANContext=S2020.03 | 1.334 | 2.107 | 0.561 | |
| Gauss. ProcessContext=/2020.03 | 1.642 | 1.038 | 2.245 | |
| N-Linear MLP (Off)Context=/2020.03 | 2.103 | 3.181 | 1.024 |