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Animal Pose Estimation datasets

archive 2025-07-28

19 datasets carry the task tag "Animal Pose Estimation" (the task itself: Animal Pose Estimation), ordered by the archive's paper count. Page 1 of 1: 19 shown of 19. 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 52Animal Pose Estimation 19

Animal Pose Estimation datasets 1–19 of 19

AP-10K
AP-10K is the first large-scale benchmark for general animal pose estimation, to facilitate the research in animal pose estimation.
ImagesAnimal Pose EstimationSemantic correspondence
39 papers · 2 benchmarks
Animal Kingdom
Animal Kingdom is a large and diverse dataset that provides multiple annotated tasks to enable a more thorough understanding of natural animal behaviors.
ImagesVideosPose EstimationAction RecognitionLong-tail Learning2D Pose EstimationAnimal Pose EstimationVideo Grounding+2 tasks
26 papers · 2 benchmarks
Animal-Pose Dataset
Animal-Pose Dataset is an animal pose dataset to facilitate training and evaluation.
Pose EstimationDomain AdaptationAnimal Pose Estimation
21 papers · 1 benchmark
StanfordExtra
An 'in the wild' dataset of 20,580 dog images for which 2D joint and silhouette annotations were collected.
Animal Pose Estimation
12 papers · 1 benchmark
Animal3D
Accurately estimating the 3D pose and shape is an essential step towards understanding animal behavior, and can potentially benefit many downstream applications, such as wildlife conservation.
Animal Pose Estimation
9 papers · 1 benchmark
ATRW (Amur Tiger Re-identification in the Wild)
The ATRW Dataset contains over 8,000 video clips from 92 Amur tigers, with bounding box, pose keypoint, and tiger identity annotations.
ImagesPose EstimationAnimal Pose Estimation
8 papers · 0 benchmarks
Horse-10
Horse-10 is an animal pose estimation dataset.
ImagesAnimal Pose Estimation
7 papers · 1 benchmark
AwA Pose
AwA Pose is a large scale animal keypoint dataset with ground truth annotations for keypoint detection of quadruped animals from images.
ImagesKeypoint DetectionAnimal Pose Estimation
4 papers · 0 benchmarks
3D-POP
The dataset is designed specifically to solve a range of computer vision problems (2D-3D tracking, posture) faced by biologists while designing behavior studies with animals.
ImagesVideos3DBiologyTrackingStereoRGB VideoObject TrackingMulti-Object Tracking2D Pose EstimationAnimal Pose Estimation3D Pose Estimation3D Shape Reconstruction+6 tasks
3 papers · 0 benchmarks
SuperAnimal-Quadruped
Introduction This dataset supports Ye et al.
ImagesAnimal Pose Estimation
3 papers · 0 benchmarks
TriMouse-161
Three wild-type (C57BL/6J) male mice ran on a paper spool following odor trails (Mathis et al 2018).
Animal Pose Estimation
3 papers · 1 benchmark
Fish-100
Schools of inland silversides (Menidia beryllina, n=14 individuals per school) were recorded in the Lauder Lab at Harvard University while swimming at 15 speeds (0.5 to 8 BL/s, body length, at 0.5 BL/s intervals) in a flow tank with a…
ImagesAnimal Pose Estimation
2 papers · 1 benchmark
LoTE-Animal (LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding)
Understanding and analyzing animal behavior is increasingly essential to protect endangered animal species.
ImagesVideosRGB Video2D Object DetectionAction Recognition3D Instance SegmentationAnimal Pose EstimationAnimal Action Recognition
2 papers · 1 benchmark
MBW - Zoo Dataset
Dataset page: https://github.com/mosamdabhi/MBW-Data MBW - Zoo is a challenging dataset consisting image frames of tail-end distribution categories (such as Fish, Colobus Monkeys, Chimpanzees, etc.) with their corresponding 2D, 3D, and…
ImagesPose Estimation3D ReconstructionAnimal Pose EstimationLandmark TrackingUnsupervised Landmark Detection
2 papers · 0 benchmarks
Marmoset-8K (DeepLabCut multi-animal Marmoset dataset)
All animal procedures are overseen by veterinary staff of the MIT and Broad Institute Department of Comparative Medicine, in compliance with the NIH guide for the care and use of laboratory animals and approved by the MIT and Broad…
Animal Pose Estimation
2 papers · 1 benchmark
Desert Locust
Desert Locus is a animal pose estimation dataset for desert locuses.
Pose Estimation2D Pose EstimationAnimal Pose Estimation
1 paper · 1 benchmark
MacaquePose
MacaquePose is an animal pose estimation dataset containing pictures of macaque monkeys and manually labeled annotations on them.
ImagesPose Estimation2D Pose EstimationAnimal Pose Estimation
1 paper · 1 benchmark
Vinegar Fly
Vinegar Fly is a pose estimation dataset for fruit flies.
ImagesPose Estimation2D Pose EstimationAnimal Pose Estimation
1 paper · 1 benchmark
Grévy’s Zebra
Grévy’s Zebra is an animal pose estimation dataset for zebras.
Pose EstimationAnimal Pose Estimation
0 papers · 0 benchmarks

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.