Datasets › MOT20

MOT20

archive 2025-07-28

MOT20 is a dataset for multiple object tracking. The dataset contains 8 challenging video sequences (4 train, 4 test) in unconstrained environments, from crowded places such as train stations, town squares and a sports stadium. Image Source: https://motchallenge.net/vis/MOT20-04

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.

Papers archive 2025-07-28

28 shown of 28 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 34. 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
Focusing on Tracks for Online Multi-Object Tracking 1 1 15 Jun 2025 not harvested
HopTrack: A Real-time Multi-Object Tracking System for Embedded Devices 1 1 1 Nov 2024 not harvested
AdapTrack: Adaptive Thresholding-Based Matching For Multi-object Tracking 1 1 27 Sep 2024 not harvested
A Confidence-Aware Matching Strategy For Generalized Multi-Object Tracking 1 1 27 Sep 2024 not harvested
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking 2 1 10 Sep 2024 not harvested
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation 1 1 4 Sep 2024 not harvested
BoostTrack++: using tracklet information to detect more objects in multiple object tracking 2 1 23 Aug 2024 not harvested
BoostTrack: boosting the similarity measure and detection confidence for improved multiple object tracking 1 1 12 Apr 2024 not harvested
SFSORT: Scene Features-based Simple Online Real-Time Tracker 1 1 11 Apr 2024 not harvested
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation 1 1 14 Dec 2023 not harvested
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth 2 1 8 Jun 2023 not harvested
Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification 3 1 23 Feb 2023 ran 2 of 10 samples (8 unverified)
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking 2 1 16 Nov 2022 not harvested
Strong-TransCenter: Improved Multi-Object Tracking based on Transformers with Dense Representations 1 1 24 Oct 2022 not harvested
Multiple Object Tracking from appearance by hierarchically clustering tracklets 1 1 7 Oct 2022 not harvested
LMOT: Efficient Light-Weight Detection and Tracking in Crowds 1 1 8 Aug 2022 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)
Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker 1 1 2 May 2022 not harvested
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)
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking 6 1 8 Mar 2022 not harvested
StrongSORT: Make DeepSORT Great Again 14 1 28 Feb 2022 ran 3 of 20 samples (17 unverified; 2 pointer-only for licence)
Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation 0 1 4 Jan 2022 not harvested
ByteTrack: Multi-Object Tracking by Associating Every Detection Box 10 1 13 Oct 2021 ran 1 of 12 samples (11 unverified)
TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking 0 1 1 Apr 2021 not harvested
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking 2 1 28 Mar 2021 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)

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

  • MOT20

1 variant name, as the archive lists them.

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