Multi Future Trajectory Prediction

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (8 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction
  4 Apr 2020 4 repositories listed
  In this work, we present Predicted Endpoint Conditioned Network (PECNet) for flexible human trajectory prediction.
• DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents
  14 Apr 2017 3 repositories listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  DESIRE effectively predicts future locations of objects in multiple scenes by 1) accounting for the multi-modal nature of the future prediction (i.
• Multi-Agent Trajectory Prediction With Heterogeneous Edge-Enhanced Graph Attention Network
  1 Feb 2022 1 repository listed
  Simultaneous trajectory prediction for multiple heterogeneous traffic participants is essential for safe and efficient operation of connected automated vehicles under complex driving situations.
• MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction
  5 Jun 2020 1 repository listed
  Autonomous vehicles are expected to drive in complex scenarios with several independent non cooperating agents.
• AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction
  17 May 2020 1 repository listed
  Anticipating human motion in crowded scenarios is essential for developing intelligent transportation systems, social-aware robots and advanced video surveillance applications.
• The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction
  13 Dec 2019 1 repository listed Syntology ran 2 of 3 samples · 1 unverified
  The first contribution is a new dataset, created in a realistic 3D simulator, which is based on real world trajectory data, and then extrapolated by human annotators to achieve different latent goals.

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.