Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction

CVPR 2020 • Abduallah Mohamed • Kun Qian • Mohamed Elhoseiny • Christian Claudel

Better machine understanding of pedestrian behaviors enables faster progress in modeling interactions between agents such as autonomous vehicles and humans. Pedestrian trajectories are not only influenced by the pedestrian itself but also by interaction with surrounding objects... (read more)

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Ranked #3 on Trajectory Prediction on ETH/UCY

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Trajectory Prediction ETH/UCY Social-STGCNN ADE-8/12 0.44 # 3
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