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Pedestrian Trajectory Prediction on Hotel

0.12ADEEqMotion
0.08440.32470.5650.8053Apr 20, 2019Dec 14, 2019Aug 8, 2020Apr 4, 2021Nov 28, 2021Jul 24, 2022Mar 20, 2023

Evaluation results

MethodLinks
EqMotionPrediction Mode=Multi-prediction2023.030.120.18
MIDPrediction Mode=Multi-prediction2023.030.130.22
AgentformerPrediction Mode=Multi-prediction2023.030.140.22
GroupNetPrediction Mode=Multi-prediction2023.030.150.25
PECNetPrediction Mode=Multi-prediction2023.030.180.24
GP-GraphPrediction Mode=Multi-prediction2023.030.180.3
Traj++Prediction Mode=Multi-prediction2023.030.190.28
STT (8 obs)Observations=82022.030.240.46
STARObservations=82022.030.260.5
Ind-TFObservations=82022.030.270.5
STT + DTO (2 obs)Observations=2, Method=Distilling the Observations (DTO)2022.030.290.56
EqMotionPrediction Mode=Deterministic2023.030.30.58
CVMObservations=82022.030.320.61
Traj++Prediction Mode=Deterministic2023.030.330.62
NMMPPrediction Mode=Multi-prediction2023.030.330.63
MemoNetPrediction Mode=Deterministic2023.030.350.67
LinearModel Type=Deterministic2019.040.360.64
TransFPrediction Mode=Deterministic2023.030.360.71
SR-LSTMObservations=82022.030.370.73
S-WaysModel Type=Stochastic2019.040.390.66
LinCategory=Discriminative2019.070.390.72
LR2019.050.390.72
S-GAN-PModel Type=Stochastic2019.040.440.89
ST-GAT 1V-1Observations=82022.030.440.9
S-GANModel Type=Stochastic2019.040.471.01
STT (2 obs)Observations=22022.030.480.48
Social-BIGATCategory=Ours, K=202019.070.491.01
CVM2019.050.510.68
S-ForceModel Type=Deterministic2019.040.521.03
BiGANCategory=Ours, K=202019.070.541.12
S-GAN-PCategory=Generative, K=202019.070.671.37
S-GAN-P2019.050.671.37
SGANPrediction Mode=Multi-prediction2023.030.671.37
GATCategory=Ours, K=202019.070.681.4
CGNSContext features=Deactivated2019.050.70.93
S-GAN2019.050.720.61
SoPhieModel Type=Stochastic2019.040.761.67
SophieCategory=Generative, K=202019.070.761.67
SoPhie2019.050.761.67
S-LSTMModel Type=Deterministic2019.040.791.76
S-LSTMCategory=Discriminative2019.070.791.76
S-LSTM2019.050.791.76
S-LSTMPrediction Mode=Deterministic2023.030.791.76
P-LSTM2019.050.911.89
SGAN-indPrediction Mode=Deterministic2023.031.012.18