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Online Multi-Object Tracking datasets

archive 2025-07-28

10 datasets carry the task tag "Online Multi-Object Tracking" (the task itself: Online Multi-Object Tracking), ordered by the archive's paper count. Page 1 of 1: 10 shown of 10. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Online Multi-Object Tracking 10

Online Multi-Object Tracking datasets 1–10 of 10

MOT17 (Multiple Object Tracking 17)
The Multiple Object Tracking 17 (MOT17) dataset is a dataset for multiple object tracking.
VideosMulti-Object TrackingOnline Multi-Object Tracking
291 papers · 2 benchmarks
MOTChallenge
The MOTChallenge datasets are designed for the task of multiple object tracking.
ImagesVideosObject TrackingMulti-Object TrackingMultiple Object TrackingOnline Multi-Object TrackingMultiple Object Tracking with Transformer
192 papers · 0 benchmarks
MOT16 (Multiple Object Tracking 2016)
The MOT16 dataset is a dataset for multiple object tracking.
ImagesVideosMulti-Object TrackingOnline Multi-Object Tracking
149 papers · 2 benchmarks
MOT15 (Multiple Object Tracking 15)
MOT2015 is a dataset for multiple object tracking.
VideosTrackingMulti-Object TrackingOnline Multi-Object Tracking
67 papers · 5 benchmarks
SportsMOT (SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes)
Motivation Multi-object tracking (MOT) is a fundamental task in computer vision, aiming to estimate objects (e.g., pedestrians and vehicles) bounding boxes and identities in video sequences.
VideosMulti-Object TrackingMultiple Object TrackingOnline Multi-Object Tracking
32 papers · 3 benchmarks
MMPTRACK (Multi-camera Multiple People Tracking Dataset)
Multi-camera Multiple People Tracking (MMPTRACK) dataset has about 9.6 hours of videos, with over half a million frame-wise annotations.
VideosTrackingObject TrackingMulti-Object TrackingVisual TrackingMultiple Object TrackingOnline Multi-Object TrackingMultiple People Tracking+1 tasks
6 papers · 1 benchmark
BEE23 (Multi-bee Tracking Benchmark)
We collected 32 videos that record bee colony activity from different periods on several sunny days.
Multi-Object TrackingOnline Multi-Object Tracking
2 papers · 0 benchmarks
CholecTrack20 (Multi-Perspective Multi-Class Multi-Object Tracking Dataset For Surgical Tools)
CholecTrack20 is a surgical video dataset focusing on laparoscopic cholecystectomy and designed for surgical tool tracking, featuring 20 annotated videos.
ImagesVideosObject TrackingMulti-Object TrackingOnline Multi-Object TrackingSurgical tool detectionIntraoperative TrackingIntracorporeal Tracking+2 tasks
2 papers · 0 benchmarks
PersonPath22
PersonPath22 is a large-scale multi-person tracking dataset containing 236 videos captured mostly from static-mounted cameras, collected from sources where we were given the rights to redistribute the content and participants have given…
ImagesObject TrackingMulti-Object TrackingMultiple Object TrackingOnline Multi-Object TrackingMultiple People Tracking
2 papers · 1 benchmark
Oxford Town Center
The Oxford Town Center dataset is a 5-minute video with 7500 frames annotated, which is divided into 6500 for training and 1000 for testing data for pedestrian detection.
VideosOnline Multi-Object Tracking
1 paper · 1 benchmark

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.