Datasets › UA-DETRAC
UA-DETRAC
Consists of 100 challenging video sequences captured from real-world traffic scenes (over 140,000 frames with rich annotations, including occlusion, weather, vehicle category, truncation, and vehicle bounding boxes) for object detection, object tracking and MOT system.
Source: UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking
Image Source: UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking
Benchmarks archive 2025-07-28
All 2 leaderboards 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 Detection | UA-DETRAC | VSTAM mAP 90.39 | Video Sparse Transformer With Attention-Guided Memory... | Malik1998/VSTAM | 9 | Compare |
| Multiple Object Tracking | UA-DETRAC | EB & TADN MOTA 23.7 | Transformer-based assignment decision network for... | psaltaath/tadn-mot | 1 | Compare |
Papers archive 2025-07-28
10 shown of 10 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 53. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
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
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- UA-DETRAC
1 variant name, as the archive lists them.
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