Sequential skip prediction

Benchmarks archive 2025-07-28

1 leaderboard table shown for this task, 1 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.

Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.

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.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (5 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.

• Sequential modeling of Sessions using Recurrent Neural Networks for Skip Prediction
  23 Apr 2019 1 repository listed
  Recommender systems play an essential role in music streaming services, prominently in the form of personalized playlists.
• Skip prediction using boosting trees based on acoustic features of tracks in sessions
  28 Mar 2019 1 repository listed
  The Spotify Sequential Skip Prediction Challenge focuses on predicting if a track in a session will be skipped by the user or not.
• Modelling Sequential Music Track Skips using a Multi-RNN Approach
  20 Mar 2019 1 repository listed
  Modelling sequential music skips provides streaming companies the ability to better understand the needs of the user base, resulting in a better user experience by reducing the need to manually skip certain music tracks.
• Sequential Skip Prediction with Few-shot in Streamed Music Contents
  24 Jan 2019 1 repository listed
  This paper provides an outline of the algorithms submitted for the WSDM Cup 2019 Spotify Sequential Skip Prediction Challenge (team name: mimbres).