Datasets › TAO
TAO (Tracking Any Object Dataset)
TAO is a federated dataset for Tracking Any Object, containing 2,907 high resolution videos, captured in diverse environments, which are half a minute long on average. A bottom-up approach was used for discovering a large vocabulary of 833 categories, an order of magnitude more than prior tracking benchmarks.
The dataset was annotated by labelling tracks for objects that move at any point in the video, and giving names to them post factum.
Source: TAO: A Large-Scale Benchmark for Tracking Any Object
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 | ||||
|---|---|---|---|---|---|---|
| Multi-Object Tracking | TAO | AED (Co-DETR) TETA 55.3 | Associate Everything Detected: Facilitating... | balabooooo/aed | 9 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 49. 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 | |||
|---|---|---|---|---|
| Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown | 1 | 2 | 14 Sep 2024 | not harvested |
| General Object Foundation Model for Images and Videos at Scale | 1 | 3 | 14 Dec 2023 | ran 8 of 13 samples (5 unverified) |
| Tracking Every Thing in the Wild | 1 | 3 | 26 Jul 2022 | not harvested |
| 1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking | 1 | 1 | 20 Jan 2021 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
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
- TAO
1 variant name, as the archive lists them.
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