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Motion Synthesis datasets

archive 2025-07-28

19 datasets carry the task tag "Motion Synthesis" (the task itself: Motion Synthesis), 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 52Motion Synthesis 19

Motion Synthesis datasets 1–19 of 19

HumanML3D
HumanML3D is a 3D human motion-language dataset that originates from a combination of HumanAct12 and Amass dataset.
Texts3DMotion SynthesisMotion CaptioningMotion Generation
201 papers · 2 benchmarks
KIT Motion-Language
The KIT Motion-Language is a dataset linking human motion and natural language.
TextsActionsFeature EngineeringMotion SynthesisMotion Captioning
48 papers · 2 benchmarks
HumanAct12
HumanAct12 is a new 3D human motion dataset adopted from the polar image and 3D pose dataset PHSPD, with proper temporal cropping and action annotating.
ImagesMotion SynthesisHuman action generationAction Generation
37 papers · 2 benchmarks
InterHuman
InterHuman is a multimodal dataset, named InterHuman.
ImagesTextsMotion Synthesis
24 papers · 1 benchmark
ARCTIC (Articulated Objects in Free-form Hand Interaction)
ARCTIC is a dataset of free-form interactions of hands and articulated objects.
Images3d meshes3D ReconstructionHand Pose EstimationMotion Synthesishand-object pose
23 papers · 0 benchmarks
Motion-X
Motion-X is a large-scale 3D expressive whole-body motion dataset, which comprises 15.6M precise 3D whole-body pose annotations (i.e., SMPL-X) covering 81.1K motion sequences from massive scenes, meanwhile providing corresponding semantic…
Texts3DMotion Synthesis
22 papers · 1 benchmark
AIST++
AIST++ is a 3D dance dataset which contains 3D motion reconstructed from real dancers paired with music.
Videos3D3D Human Pose EstimationMotion Synthesis
21 papers · 2 benchmarks
FineDance
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
3DMusicMotion Synthesis
18 papers · 1 benchmark
Inter-X
Inter-X is a large-scale dataset containing ~11K interaction sequences, more than 8.1M frames and 34K fine-grained human textual descriptions.
TextsMotion Synthesis
14 papers · 1 benchmark
AIOZ-GDANCE
AIOZ-GDANCE comprises 16.7 hours of whole-body motion and music audio of group dancing.
3DMusicMotion Synthesis
7 papers · 1 benchmark
LaFAN1 (Ubisoft La Forge Animation Dataset)
Ubisoft La Forge Animation Dataset ("LAFAN1") Ubisoft La Forge Animation dataset and accompanying code for the SIGGRAPH 2020 paper Robust Motion In-betweening.
3DMotion Synthesis
7 papers · 1 benchmark
BRACE (The Breakdancing Competition Dataset for Dance Motion Synthesis)
BRACE is a dataset for audio-conditioned dance motion synthesis challenging common assumptions for this task: - strong music-dance correlation - controlled motion data - simple poses and movements To address these issues: - We focus on…
VideosAudioPoint cloudActionsPose EstimationMotion Synthesis
5 papers · 2 benchmarks
DD100
A large-scale and diverse duet interactive dance dataset.
3DMusicMotion Synthesis
5 papers · 0 benchmarks
CHAIRS dataset
CHAIRS is a large-scale motion-captured f-AHOI dataset, consisting of 17.3 hours of versatile interactions between 46 participants and 81 articulated and rigid sittable objects.
3DPose EstimationAction RecognitionMotion SynthesisHuman-Object Interaction Detection
3 papers · 0 benchmarks
TMD (Text-Music-Dance)
The Text-Music-Dance (TMD) dataset establishes a pioneering benchmark comprising 2,153 text-music-motion pairs.
Motion Synthesis
2 papers · 1 benchmark
Trinity Speech-Gesture Dataset
Trinity Gesture Dataset includes 23 takes, totalling 244 minutes of motion capture and audio of a male native English speaker producing spontaneous speech on different topics.
Motion SynthesisText-To-Speech SynthesisAudio Synthesis
2 papers · 2 benchmarks
VRMocap: VR Mocap Dataset for Pose Reconstruction
Data used for the paper SparsePoser: Real-time Full-body Motion Reconstruction from Sparse Data It contains over 1GB of high-quality motion capture data recorded with an Xsens Awinda system while using a variety of VR applications in Meta…
TrackingPose EstimationPose TrackingMotion Synthesis6D Pose EstimationPose Prediction
2 papers · 0 benchmarks
BOTH57M
BOTH57M is a body-hand dataset with body-level text prompts and finger-level text prompts.
Motion Synthesis
1 paper · 0 benchmarks
Guitar Playing Motion Dataset
Diverse guitar-playing motions about 1 hour long, including: • 12 major scales, • chromatic scales, • diverse chords, • arpeggios, • strumming and picking, • bends, • sliding, • vibrato, • palm mute, • natural harmonics, • artificial…
Motion Synthesis
1 paper · 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.