Pedestrian Trajectory Prediction on HOTEL ETH (test)
0.18ADEPECNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PECNetK=20, Social Pooling=true, Truncation Trick=false2020.04 | 0.18 | 0.24 | |
| Ours - S - TTK=20, Social Pooling=false, Truncation Trick=false2020.04 | 0.19 | 0.34 | |
| TPNMSEvaluation Methodology=leave-one-out2020.12 | 0.22 | 0.39 | |
| PIFEvaluation Methodology=leave-one-out2020.12 | 0.3 | 0.59 | |
| STGATEvaluation Methodology=leave-one-out2020.12 | 0.35 | 0.66 | |
| SR-LSTMEvaluation Methodology=leave-one-out2020.12 | 0.37 | 0.74 | |
| LR2020.02 | 0.39 | 0.72 | |
| S-Ways2020.02 | 0.39 | 0.66 | |
| LinearEvaluation Methodology=leave-one-out2020.12 | 0.39 | 0.72 | |
| Social-BiGATEvaluation Methodology=leave-one-out2020.12 | 0.49 | 1.01 | |
| Social-STGCNNEvaluation Methodology=leave-one-out2020.12 | 0.49 | 0.85 | |
| Social-WaGDAT2020.02 | 0.61 | 0.87 | |
| S-GAN-P2020.02 | 0.67 | 1.37 | |
| S-GAN-PEvaluation Methodology=leave-one-out2020.12 | 0.67 | 1.37 | |
| CGNSK=20, Truncation Trick=false2020.04 | 0.7 | 0.93 | |
| S-GAN2020.02 | 0.72 | 0.61 | |
| S-GANK=20, Truncation Trick=false2020.04 | 0.72 | 1.61 | |
| S-GANEvaluation Methodology=leave-one-out2020.12 | 0.72 | 1.61 | |
| SoPhie2020.02 | 0.76 | 1.67 | |
| SoPhieK=20, Truncation Trick=false2020.04 | 0.76 | 1.67 | |
| SoPhieEvaluation Methodology=leave-one-out2020.12 | 0.76 | 1.67 | |
| S-LSTM2020.02 | 0.79 | 1.76 | |
| S-LSTMK=20, Truncation Trick=false2020.04 | 0.79 | 1.76 | |
| S-LSTMEvaluation Methodology=leave-one-out2020.12 | 0.79 | 1.76 | |
| P-LSTM2020.02 | 0.91 | 1.89 |