MOT17

Multiple Object Tracking 17

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

Overview

The Multiple Object Tracking 17 (MOT17) dataset is a dataset for multiple object tracking. Similar to its previous version MOT16, this challenge contains seven different indoor and outdoor scenes of public places with pedestrians as the objects of interest. A video for each scene is divided into two clips, one for training and the other for testing. The dataset provides detections of objects in the video frames with three detectors, namely SDP, Faster-RCNN and DPM. The challenge accepts both on-line and off-line tracking approaches, where the latter are allowed to use the future video frames to predict tracks.

Source: Deep Affinity Network for Multiple Object Tracking
Image Source: https://www.researchgate.net/figure/Visualization-of-selected-sequences-from-the-MOT17-benchmark-dataset_fig4_337133502

Variants: MOT17

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Multi-Object Tracking CAMELTrack (fully online) CAMELTrack: Context-Aware Multi-cue ExpLoitation for … 2025-05-02
Multi-Object Tracking Fast-StrongSORT When to Extract ReID Features: … 2024-09-10
Multi-Object Tracking IMM-JHSE One Homography is All You … 2024-09-04
Multi-Object Tracking BoostTrack++ BoostTrack++: using tracklet information to … 2024-08-23
Multi-Object Tracking FeatureSORT FeatureSORT: Essential Features for Effective … 2024-07-05
Multi-Object Tracking SFSORT SFSORT: Scene Features-based Simple Online … 2024-04-11
Multi-Object Tracking MOTIP (Deformable-DETR) Multiple Object Tracking as ID … 2024-03-25
Multi-Object Tracking C-TWiX Learning Data Association for Multi-Object … 2024-03-12
Multi-Object Tracking UCMCTrack UCMCTrack: Multi-Object Tracking with Uniform … 2023-12-14
Multi-Object Tracking ContrasTR Contrastive Learning for Multi-Object Tracking … 2023-11-14
Multi-Object Tracking SparseTrack SparseTrack: Multi-Object Tracking by Performing … 2023-06-08
Multi-Object Tracking CO-MOT Bridging the Gap Between End-to-end … 2023-05-22
Multi-Object Tracking Deep OC-SORT Deep OC-SORT: Multi-Pedestrian Tracking by … 2023-02-23
Multi-Object Tracking SMILEtrack SMILEtrack: SiMIlarity LEarning for Occlusion-Aware … 2022-11-16
Multi-Object Tracking FCG Multiple Object Tracking from appearance … 2022-10-07
Multi-Object Tracking TADN Transformer-based assignment decision network for … 2022-08-06
Multi-Object Tracking TADN (public) Transformer-based assignment decision network for … 2022-08-06
Multi-Object Tracking Unicorn Towards Grand Unification of Object … 2022-07-14
Multi-Object Tracking BoT-SORT BoT-SORT: Robust Associations Multi-Pedestrian Tracking 2022-06-29
Multi-Object Tracking SGT Detection Recovery in Online Multi-Object … 2022-05-02

Research Papers

Recent papers with results on this dataset:

External Links: