MOT16

Multiple Object Tracking 2016

Dataset Information
Modalities
Images, Videos
Introduced
2016
License
CC BY-NC-SA 3.0
Homepage
Official Website
Contents

Overview

The MOT16 dataset is a dataset for multiple object tracking. It a collection of existing and new data (part of the sources are from and ), containing 14 challenging real-world videos of both static scenes and moving scenes, 7 for training and 7 for testing. It is a large-scale dataset, composed of totally 110407 bounding boxes in training set and 182326 bounding boxes in test set. All video sequences are annotated under strict standards, their ground-truths are highly accurate, making the evaluation meaningful.

Source: SOT for MOT
Image Source: https://www.researchgate.net/figure/Sample-results-on-the-sequence-MOT16-07-encoded-as-in-the-previous-figure-Table-1_fig3_309641746

Variants: MOT16

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Multi-Object Tracking HopTrack[Embedded GPU] HopTrack: A Real-time Multi-Object Tracking … 2024-11-01
Multi-Object Tracking SGT Detection Recovery in Online Multi-Object … 2022-05-02
Multi-Object Tracking PPTracking PP-YOLOE: An evolved version of … 2022-03-30
Multi-Object Tracking OUTrack_fm Online Multi-Object Tracking with Unsupervised … 2022-01-04
Multi-Object Tracking UniTrack Do Different Tracking Tasks Require … 2021-07-05
Multi-Object Tracking MOTR MOTR: End-to-End Multiple-Object Tracking with … 2021-05-07
Multi-Object Tracking STGT TransMOT: Spatial-Temporal Graph Transformer for … 2021-04-01
Multi-Object Tracking TraDeS Track to Detect and Segment: … 2021-03-16
Multi-Object Tracking DEFT DEFT: Detection Embeddings for Tracking 2021-02-03
Multi-Object Tracking ReMOT ReMOTS: Self-Supervised Refining Multi-Object Tracking … 2020-07-07
Multi-Object Tracking Lif_T Lifted Disjoint Paths with Application … 2020-06-25
Multi-Object Tracking GSDT Joint Object Detection and Multi-Object … 2020-06-23
Multi-Object Tracking QDTrack Quasi-Dense Similarity Learning for Multiple … 2020-06-11
Multi-Object Tracking MPNTrack Learning a Neural Solver for … 2020-06-01
Multi-Object Tracking FairMOT FairMOT: On the Fairness of … 2020-04-04
Multi-Object Tracking JDE Towards Real-Time Multi-Object Tracking 2019-09-27
Multi-Object Tracking DeepMOT-Tracktor How To Train Your Deep … 2019-06-15
Multi-Object Tracking DMMOT Online Multi-Object Tracking with Dual … 2019-02-02
Multi-Object Tracking TNT Exploit the Connectivity: Multi-Object Tracking … 2018-11-18
Multi-Object Tracking MOTDT Real-time Multiple People Tracking with … 2018-09-12

Research Papers

Recent papers with results on this dataset:

External Links: