Video Forecasting

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

No dataset record in the archive lists this task.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

3 shown of 3 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.

• ZAPBench: A Benchmark for Whole-Brain Activity Prediction in Zebrafish
  4 Mar 2025 1 repository listed Syntology ran 0 of 5 samples · 5 unverified
  Data-driven benchmarks have led to significant progress in key scientific modeling domains including weather and structural biology.
• Predicting Future Instance Segmentation by Forecasting Convolutional Features
  30 Mar 2018 1 repository listed
  We apply the "detection head'" of Mask R-CNN on the predicted features to produce the instance segmentation of future frames.
• The Pose Knows: Video Forecasting by Generating Pose Futures
  28 Apr 2017 1 repository listed
  First we explicitly model the high level structure of active objects in the scene---humans---and use a VAE to model the possible future movements of humans in the pose space.

Syntology lines on 1 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.