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Datasets › MOT15

MOT15 (Multiple Object Tracking 15)

Introduced by Laura Leal-Taixé et al. in MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking1 Jan 2015 archive 2025-07-28

MOT2015 is a dataset for multiple object tracking. It contains 11 different indoor and outdoor scenes of public places with pedestrians as the objects of interest, where camera motion, camera angle and imaging condition vary greatly. The dataset provides detections generated by the ACF-based detector.

Source: FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking Image Source: https://www.researchgate.net/figure/Exemplary-qualitative-tracking-results-for-the-MOT15-benchmark-dataset-a-d-are-from-a_fig1_340328377

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 5 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)PaperCode
Multi-Object Tracking 2D MOT 2015 GSDT MOTA 60.7 Joint Object Detection and Multi-Object Tracking with... yongxinw/GSDT 4 Compare
Multi-Object Tracking 2DMOT15 FairMOT MOTA 60.6 FairMOT: On the Fairness of Detection and... PaddlePaddle/PaddleDetection +32 2 Compare
Multi-Object Tracking MOT15 Baseline+MFW MOTA 66.5 Track to Detect and Segment: An Online Multi-Object Tracker JialianW/TraDeS 2 Compare
Online Multi-Object Tracking 2D MOT 2015 Tracktor++ MOTA 44.1 Tracking without bells and whistles phil-bergmann/tracking_wo_bnw +12 1 Compare
Online Multi-Object Tracking MOT15 GMPHD Filter (Occlusion Group Management) MOTA 30.7 Online Multi-Object Tracking Framework with the GMPHD... SonginCV/GMPHD-OGM_Tracker +1 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 67. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking 0 1 1 Apr 2021 not harvested
Track to Detect and Segment: An Online Multi-Object Tracker 1 1 16 Mar 2021 ran 4 of 4 samples (0 unverified)
Lifted Disjoint Paths with Application in Multiple Object Tracking 1 1 25 Jun 2020 not harvested
Joint Object Detection and Multi-Object Tracking with Graph Neural Networks 1 1 23 Jun 2020 not harvested
Learning a Neural Solver for Multiple Object Tracking 1 1 1 Jun 2020 not harvested
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking 33 1 4 Apr 2020 ran 8 of 53 samples (45 unverified)
Online Multi-Object Tracking Framework with the GMPHD Filter and Occlusion Group Management 2 1 31 Jul 2019 not harvested
How To Train Your Deep Multi-Object Tracker 2 1 15 Jun 2019 not harvested
Tracking without bells and whistles 13 1 13 Mar 2019 ran 3 of 14 samples (11 unverified; 2 pointer-only for licence)
Simple Online and Realtime Tracking 56 1 2 Feb 2016 ran 15 of 40 samples (25 unverified; 7 pointer-only for licence)

Dataset loaders archive 2025-07-28

open-mmlab/mmtrackingopen-mmlab/mmtrackingpytorch

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Multi-Object TrackingOnline Multi-Object Tracking

License archive 2025-07-28

CC BY-NC-SA 3.0

Modalities archive 2025-07-28

VideosTracking

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • 2DMOT15
  • 2D MOT 2015
  • MOT15

3 variant names, as the archive lists them.

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