Datasets › TVSeries
TVSeries
A realistic dataset composed of 27 episodes from 6 popular TV series. The dataset spans over 16 hours of footage annotated with 30 action classes, totaling 6,231 action instances.
Source: Online Action Detection
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Online Action Detection | TVSeries | GateHUB mCAP 89.6 | GateHUB: Gated History Unit with Background Suppression... | — | 13 | Compare |
Papers archive 2025-07-28
9 shown of 9 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 29. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| MiniROAD: Minimal RNN Framework for Online Action Detection | 1 | 1 | 1 Jan 2023 | not harvested |
| GateHUB: Gated History Unit with Background Suppression for Online Action Detection | 0 | 1 | 9 Jun 2022 | not harvested |
| Colar: Effective and Efficient Online Action Detection by Consulting Exemplars | 1 | 1 | 2 Mar 2022 | ran 0 of 1 samples (1 unverified; 1 pointer-only for licence) |
| Continual Transformers: Redundancy-Free Attention for Online Inference | 1 | 5 | 17 Jan 2022 | not harvested |
| Long Short-Term Transformer for Online Action Detection | 2 | 1 | 7 Jul 2021 | ran 1 of 10 samples (9 unverified) |
| OadTR: Online Action Detection with Transformers | 1 | 1 | 21 Jun 2021 | ran 5 of 5 samples (0 unverified) |
| Privileged Knowledge Distillation for Online Action Detection | 0 | 1 | 18 Nov 2020 | not harvested |
| Learning to Discriminate Information for Online Action Detection | 1 | 1 | 10 Dec 2019 | not harvested |
| Temporal Recurrent Networks for Online Action Detection | 1 | 1 | 18 Nov 2018 | ran 0 of 6 samples (6 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- TVSeries
1 variant name, as the archive lists them.
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