Browse State-of-the-Art › Long-video Activity Recognition
Long-video Activity Recognition
1 paper with code · 1 benchmark · 1 dataset archive 2025-07-28
Long-video Activity Recognition (LAR) focuses on modeling long-term relations among all actions in a long video. LAR aims to recognize all actions within each long video, under the weak supervision of the video-level action category set. The mean average precision metric (mAP) is used for evaluation.
Description from the archive archive 2025-07-28.
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.
| Dataset | Best model (first row in archive order) | Paper | Code | Syntology | Compare |
|---|---|---|---|---|---|
| Breakfast (8 rows) | AdaFocus (MViT-Breakfast-Pretrain-feature, GHRM) | Towards Weakly Supervised End-to-end Learning for Long-video... | — | — | Compare |
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
1 shown of 1 paper with code (6 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.
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4 Dec 2018 3 repositories listedThis paper focuses on the temporal aspect for recognizing human activities in videos; an important visual cue that has long been undervalued.
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