Long Term Anticipation

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

1 dataset 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

5 shown of 5 papers with code (7 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.

• EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World
  24 Mar 2024 1 repository listed Syntology ran 7 of 8 samples · 1 unverified
  Along with the videos we record high-quality gaze data and provide detailed multimodal annotations, formulating a playground for modeling the human ability to bridge asynchronous procedural actions from different…
• Towards Scene Graph Anticipation
  7 Mar 2024 1 repository listed
  In SceneSayer, we leverage object-centric representations of relationships to reason about the observed video frames and model the evolution of relationships between objects.
• HierVL: Learning Hierarchical Video-Language Embeddings
  5 Jan 2023 1 repository listed Syntology ran 4 of 5 samples · 1 unverified · 5 pointer-only (licence)
  Video-language embeddings are a promising avenue for injecting semantics into visual representations, but existing methods capture only short-term associations between seconds-long video clips and their accompanying…
• Future Transformer for Long-term Action Anticipation
  27 May 2022 1 repository listed Syntology ran 5 of 8 samples · 3 unverified · 8 pointer-only (licence)
  The task of predicting future actions from a video is crucial for a real-world agent interacting with others.
• Long-Term Anticipation of Activities with Cycle Consistency
  2 Sep 2020 1 repository listed
  With the success of deep learning methods in analyzing activities in videos, more attention has recently been focused towards anticipating future activities.

Syntology lines on 3 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.