Datasets › QuadTrack
QuadTrack
Most existing MOT datasets are captured using pinhole cameras, which are characterized by a narrow-FoV and linear sensor motion. However, when panoramic-FoV capture devices experience even slight movements, the entire scene can change drastically, posing significant challenges for object tracking. QuadTrack addresses this challenge by providing a benchmark specifically designed to test MOT algorithms under dynamic, non-linear motion conditions. It enables evaluating algorithm robustness in tracking objects with panoramic, non-uniform motion.
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 | ||||
|---|---|---|---|---|---|---|
| Object Tracking | QuadTrack | OmniTrack HOTA 23.45 | Omnidirectional Multi-Object Tracking | xifen523/omnitrack | 8 | Compare |
Papers archive 2025-07-28
8 shown of 8 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 9. 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 | |||
|---|---|---|---|---|
| Omnidirectional Multi-Object Tracking | 1 | 1 | 6 Mar 2025 | not harvested |
| DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction | 0 | 1 | 4 Mar 2024 | not harvested |
| Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking | 2 | 1 | 1 Aug 2023 | not harvested |
| BoT-SORT: Robust Associations Multi-Pedestrian Tracking | 7 | 1 | 29 Jun 2022 | ran 4 of 10 samples (6 unverified; 1 pointer-only for licence) |
| Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking | 7 | 1 | 27 Mar 2022 | ran 15 of 31 samples (16 unverified; 2 pointer-only for licence) |
| ByteTrack: Multi-Object Tracking by Associating Every Detection Box | 10 | 1 | 13 Oct 2021 | ran 1 of 12 samples (11 unverified) |
| TrackFormer: Multi-Object Tracking with Transformers | 2 | 1 | 7 Jan 2021 | not harvested |
| Simple Online and Realtime Tracking with a Deep Association Metric | 75 | 1 | 21 Mar 2017 | ran 12 of 40 samples (28 unverified; 7 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
MIT
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- QuadTrack
1 variant name, as the archive lists them.
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