Awesome-Human-Interaction-Motion-Generation

October 21, 2025 ยท View on GitHub

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๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ A Survey on Human Interaction Motion Generation

Human Interaction Motion Generation is a rapidly growing field that aims to model how humans interact with others, objects, and their surroundings. These interactions are crucial for applications in robotics, virtual reality, and animation. While deep generative models and new datasets have propelled advancements, challenges remain in capturing the complexity of human dynamics in interactive settings.

Timeline Fig

This repository provides a structured collection of research papers and datasets related to human interaction motion generation. By organizing the literature across human-human, human-object, and human-scene interactions, we hope to offer a valuable reference for researchers and practitioners in this field.

Interaction Types Fig

If you are interested in this project, you can contribute to this repo by pulling requests ๐Ÿ˜Š๐Ÿ˜Š๐Ÿ˜Š

๐Ÿ“ข News

๐Ÿš€ What's New in This Update:

  • [2025.09.08]: ๐Ÿ”„ Update 6 different HIMG works during 2024-2025, including: DuetGen, SceneMI, CooHOI, HOT3D, HUMOTO, CORE4D
  • [2025.03.17]: ๐ŸŽ‰ Our Arxiv Pre-print is now available at https://arxiv.org/abs/2503.12763
  • [2025.03.16]: ๐Ÿ”ฅ We release our Human Interaction Motion Generation paper list repo!

๐Ÿ“œ Citation

If you find our survey useful, please consider citing:

@misc{sui2025surveyhumaninteractionmotion,
      title={A Survey on Human Interaction Motion Generation}, 
      author={Kewei Sui and Anindita Ghosh and Inwoo Hwang and Jian Wang and Chuan Guo},
      year={2025},
      eprint={2503.12763},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2503.12763}, 
}

:rainbow: Table of Contents

Human Interaction Motion Generation

Human-Human Interaction Motion Generation

TitleVenueYearCodeProject
Star
DuetGen: Music Driven Two-Person Dance Generation via Hierarchical Masked Modeling
SIGGRAPH2025GithubProject
Star
ReGenNet: Towards Human Action-Reaction Synthesis
CVPR2024GithubProject
Star
in2IN: Leveraging individual Information to Generate Human INteractions
CVPRW2024GithubProject
Star
ReMoS: 3D Motion-Conditioned Reaction Synthesis for Two-Person Interactions
ECCV2024GithubProject
Star
FreeMotion: A Unified Framework for Number-free Text-to-Motion Synthesis
ECCV2024GithubProject

Towards Open Domain Text-Driven Synthesis of Multi-Person Motions
ECCV2024GithubProject
Star
Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment
ICLR2024GithubProject
Star
PriorMDM: Human Motion Diffusion as a Generative Prior
ICLR2024GithubProject
Star
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions
IJCV2024GithubProject
Star
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint
NeurIPS2024GithubProject
Star
Social Diffusion: Long-term Multiple Human Motion Anticipation
ICCV2023GithubProject
Star
Role-Aware Interaction Generation from Textual Description
ICCV2023GithubProject
Star
ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation
ICCV2023GithubProject
Star
Interaction Transformer for Human Reaction Generation
TMM2023GithubProject
Star
SoMoFormer: Multi-Person Pose Forecasting with Transformers
WACV2023GithubProject
Star
DSAG: A Scalable Deep Framework for Action-Conditioned Multi-Actor Full Body Motion Synthesis
WACV2023GithubProject

GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction
C&G2022GithubProject
Star
Multi-Person Extreme Motion Prediction
CVPR2022GithubProject
Star
Interaction Mix and Match: Synthesizing Close Interaction using Conditional Hierarchical GAN with Multi-Hot Class Embedding
SCA2022GithubProject
Star
MUGL: Large Scale Multi Person Conditional Action Generation with Locomotion
WACV2022GithubProject

TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild
ICCV2021GithubProject
Star
Multi-Person 3D Motion Prediction with Multi-Range Transformers
NeurIPS2021GithubProject

A Multimodal Predictive Agent Model for Human Interaction Generation
CVPRW2020GithubProject

Socially and Contextually Aware Human Motion and Pose Forecasting
RA-L2020GithubProject

Statistics-based Motion Synthesis for Social Conversations
SIGGRAPH2020GithubProject

Cross-Conditioned Recurrent Networks for Long-Term Synthesis of Inter-Person Human Motion Interactions
WACV2020GithubProject
Star
Towards Social Artificial Intelligence: Nonverbal Social Signal Prediction in A Triadic Interaction
CVPR2019GithubProject

To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations
ICMI2019GithubProject

Performance-Driven Dance Motion Control of a Virtual Partner Character
VR2018GithubProject

Action-Reaction: Forecasting the Dynamics of Human Interaction
ECCV2014GithubProject

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Human-Object Interaction Motion Generation

TitleVenueYearCodeProject

BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects
CVPR2025GithubProject
Star
TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions
ICCV2025GithubProject

3D Whole-body Grasp Synthesis with Directional Controllability
2024GithubProject

GraspDiffusion: Synthesizing Realistic Whole-body Hand-Object Interaction
2024GithubProject
Star
ArtiGrasp: Physically Plausible Synthesis of Bi-Manual Dexterous Grasping and Articulation
3DV2024GithubProject
Star
GRIP: Generating Interaction Poses Using Spatial Cues and Latent Consistency
3DV2024GithubProject

MACS: Mass Conditioned 3D Hand and Object Motion Synthesis
3DV2024GithubProject
Star
Physically Plausible Full-Body Hand-Object Interaction Synthesis
3DV2024GithubProject

CG-HOI: Contact-Guided 3D Human-Object Interaction Generation
CVPR2024GithubProject
Star
G-HOP: Generative Hand-Object Prior for Interaction Reconstruction and Grasp Synthesis
CVPR2024GithubProject
Star
GEARS: Local Geometry-aware Hand-object Interaction Synthesis
CVPR2024GithubProject
Star
HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data
CVPR2024GithubProject
Star
Iโ€™M HOI: Inertia-aware Monocular Capture of 3D Human-Object Interactions
CVPR2024GithubProject
Star
InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion
CVPR2024GithubProject
Star
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis
CVPR2024GithubProject
Star
Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction
CVPR2024GithubProject
Star
Controllable Human-Object Interaction Synthesis
ECCV2024GithubProject

F-HOI: Toward Fine-grained Semantic-Aligned 3D Human-Object Interactions
ECCV2024GithubProject
Star
HIMO: A New Benchmark for Full-Body Human Interacting with Multiple Objects
ECCV2024GithubProject
Star
InterFusion: Text-Driven Generation of 3D Human-Object Interaction
ECCV2024GithubProject
Star
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion
ICLR2024GithubProject

InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction
NeurIPS2024GithubProject

DiffH2O: Diffusion-Based Synthesis of Hand-Object Interactions from Textual Descriptions
SIGGRAPH Asia2024GithubProject

GraspDiff: Grasping Generation for Hand-Object Interaction with Multimodal Guided Diffusion
TVCG2024GithubProject

Task-Oriented Human-Object Interactions Generation with Implicit Neural Representations
WACV2024GithubProject
Star
HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions using Diffusion Models
2023GithubProject
Star
CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis
CVPR2023GithubProject
Star
FLEX: Full-Body Grasping Without Full-Body Grasps
CVPR2023GithubProject
Star
NeuralDome: A Neural Modeling Pipeline on Multi-View Human-Object Interactions
CVPR2023GithubProject
Star
IMoS: Intent-Driven Full-Body Motion Synthesis for Human-Object Interactions
Eurographics2023GithubProject
Star
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion
ICCV2023GithubProject
Star
Synthesizing Dexterous Nonprehensile Pregrasp for Ungraspable Objects
SIGGRAPH2023GithubProject
Star
Object Motion Guided Human Motion Synthesis
SIGGRAPH Asia2023GithubProject
Star
D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions
CVPR2022GithubProject
Star
GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping
CVPR2022GithubProject
Star
SAGA: Stochastic Whole-Body Grasping With Contact
ECCV2022GithubProject
Star
TOCH: Spatio-Temporal Object-to-Hand Correspondence for Motion Refinement
ECCV2022GithubProject
Star
Gravity-Aware Monocular 3D Human-Object Reconstruction
ICCV2021GithubProject
Star
ManipNet: Neural Manipulation Synthesis with a Hand-Object Spatial Representation
SIGGRAPH2021GithubProject
Star
GanHand: Predicting Human Grasp Affordances in Multi-Object Scenes
CVPR2020GithubProject

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Human-Scene Interaction Motion Generation

TitleVenueYearCodeProject
Star
CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control
ICLR2025GithubProject
Star
SceneMI: Motion In-betweening for Modeling Human-Scene Interaction
ICCV2025GithubProject

GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts
WACV2025GithubProject

ZeroHSI: Zero-Shot 4D Human-Scene Interaction by Video Generation
-2024GithubProject

SIMS: Simulating Human-Scene Interactions with Real World Script Planning
-2024GithubProject
Star
DIP: Diffusion Implicit Policy for Unpaired Scene-aware Motion Synthesis
-2024GithubProject

GPT-Connect: Interaction between Text-Driven Human Motion Generator and 3D Scenes in a Training-free Manner
-2024GithubProject
Star
LaserHuman: Language-guided Scene-aware Human Motion Generation in Free Environment
-2024GithubProject
Star
InterScene: Synthesizing Physically Plausible Human Motions in 3D Scenes
3DV2024GithubProject
Star
Purposer: Putting Human Motion Generation in Context
3DV2024GithubProject
Star
Move as You Say, Interact as You Can: Language-guided Human Motion Generation with Scene Affordance
CVPR2024GithubProject
Star
Generating Human Motion in 3D Scenes from Text Descriptions
CVPR2024GithubProject

GenZI: Zero-Shot 3D Human-Scene Interaction Generation
CVPR2024GithubProject
Star
SIF3D: Multimodal Sense-Informed Forecasting of 3D Human Motions
CVPR2024GithubProject
Star
A Unified Diffusion Framework for Scene-aware Human Motion Estimation from Sparse Signals
CVPR2024GithubProject
Star
TRUMANS: Scaling Up Dynamic Human-Scene Interaction Modeling
CVPR2024GithubProject
Star
TeSMo: Generating Human Interaction Motions in Scenes with Text Control
ECCV2024GithubProject
Star
MOB: Revisit Human-Scene Interaction via Space Occupancy
ECCV2024GithubProject
Star
MutualDistance: Scene-aware Human Motion Forecasting via Mutual Distance Prediction
ECCV2024GithubProject
Star
UniHSI: Unified Human-Scene Interaction via Prompted Chain-of-Contacts
ICLR2024GithubProject

Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction
IEEE TIP2024GithubProject
Star
LINGO: Autonomous Character-Scene Interaction Synthesis from Text Instruction
SIGGRAPH Asia2024GithubProject

Generating Continual Human Motion in Diverse 3D Scenes
3DV2023GithubProject
Star
CIRCLE: Capture In Rich Contextual Environments
CVPR2023GithubProject
Star
SceneDiffuser: Diffusion-based Generation, Optimization, and Planning in 3D Scenes
CVPR2023GithubProject
Star
DINOS: Synthesizing Diverse Human Motions in 3D Indoor Scenes
ICCV2023GithubProject
Star
Locomotion-Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments
ICCV2023GithubProject
Star
Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning
ICCV2023GithubProject

MAMMOS: MApping Multiple human MOtion with Scene understanding and natural interactions
ICCVW2023GithubProject

Synthesizing Physical Character-Scene Interactions
SIGGRAPH2023GithubProject

PAAK: Placing Human Animations into 3D Scenes by Learning Interaction- and Geometry-Driven Keyframes
WACV2023GithubProject
Star
GAMMA: The Wanderings of Odysseus in 3D Scenes
CVPR2022GithubProject

Towards diverse and natural scene-aware 3d human motion synthesis
CVPR2022GithubProject
Star
COINS: Compositional Human-Scene Interaction Synthesis with Semantic Control
ECCV2022GithubProject
Star
HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes
NeurIPS2022GithubProject
Star
Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes
CVPR2021GithubProject
Star
SAMP: Stochastic Scene-Aware Motion Prediction
ICCV2021GithubProject
Star
PLACE: Proximity Learning of Articulation and Contact in 3D Environments
3DV2020GithubProject
Star
Generating 3D People in Scenes without People
CVPR2020GithubProject
Star
Long-term Human Motion Prediction with Scene Context
ECCV2020GithubProject

Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments
CVPR2019GithubProject

Neural state machine for character-scene interactions
SIGGRAPH Asia2019GithubProject
Star
PiGraphs: Learning Interaction Snapshots from Observations
SIGGRAPH2016GithubProject

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Human-Mix Interaction Motion Generation

TitleVenueYearCodeProject
Star
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes
ICLR2025GithubProject
Star
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics
NeurIPS2024GithubProject
Star
HOI-M3:Capture Multiple Humans and Objects Interaction within Contextual Environment
CVPR2024GithubProject

Learning Social Affordance for Human-Robot Interaction
IJCAI2016GithubProject

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Human Interaction Datasets

Human-Human Interaction Datasets

DatasetTitleVenueYearCodeProject
Inter-XStar
Inter-X: Towards Versatile Human-Human Interaction Analysis
CVPR2024GithubProject
ReMoCapStar
ReMoS: 3D Motion-Conditioned Reaction Synthesis for Two-Person Interactions
ECCV2024GithubProject
LAION-Pose & WebVid-Motion
Towards Open Domain Text-Driven Synthesis of Multi-Person Motions
ECCV2024GithubProject
DD100Star
Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment
ICLR2024GithubProject
InterHumanStar
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions
IJCV2024GithubProject
Hi4DStar
Hi4D: 4D Instance Segmentation of Close Human Interaction
CVPR2023GithubProject
GTA CombatStar
ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation
ICCV2023GithubProject
ExPIStar
Multi-person extreme motion prediction
CVPR2022GithubProject
MultiHumanStar
DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras
ICCV2021GithubProject
Chi3D
Three-Dimensional Reconstruction of Human Interactions
CVPR2020GithubProject
You2MeStar
You2Me: Inferring Body Pose in Egocentric Video via First and Second Person Interactions
CVPR2020GithubProject
2CStar
Interaction-based Human Activity Comparison
TVCG2020GithubProject
DuetDance
Cross-Conditioned Recurrent Networks for Long-Term Synthesis of Inter-Person Human Motion Interactions
WACV2020GithubProject
HagglingStar
Towards Social Artificial Intelligence: Nonverbal Social Signal Prediction in A Triadic Interaction
CVPR2019GithubProject
Talking With Hands 16.2MStar
Talking With Hands 16.2M: A Large-Scale Dataset of Synchronized Body-Finger Motion and Audio for Conversational Motion Analysis and Synthesis
ICCV2019GithubProject
NTU RGB+D 120Star
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding
TPAMI2019GithubProject
MuPoTS-3D
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB
3DV2018GithubProject
3DPW
Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera
ECCV2018GithubProject
JTAStar
Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World
ECCV2018GithubProject
CMU-Panoptic
Panoptic Studio: A Massively Multiview System for Social Interaction Capture
TPAMI2017GithubProject
ShakeFive2
Spatio-Temporal Detection of Fine-Grained Dyadic Human Interactions
HBU2016GithubProject
MARCOnI
Efficient ConvNet-based Marker-less Motion Capture in General Scenes with a Low Number of Cameras
CVPR2015GithubProject
K3HI
Efficient Interaction Recognition through Positive Action Representation
Math. Probl. Eng.2013GithubProject
SBU KinectStar
Two-person Interaction Detection Using Body-Pose Features and Multiple Instance Learning
CVPRW2012GithubProject
MHHI
Markerless Motion Capture of Interacting Characters Using Multi-view Image Segmentation
CVPR2011GithubProject
UMPM
UMPM benchmark: a multi-person dataset with synchronized video and motion capture data for evaluation of articulated human motion and interaction
ICCVW2011GithubProject
UT-Interaction
ICPR 2010 Contest on Semantic Description of Human Activities
ICPR2010GithubProject
CMU Graphics Lab MoCap
CMU Graphics Lab Motion Capture Database
-2008GithubProject

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Human-Object Interaction Datasets

DatasetTitleVenueYearCodeProject
HOT3DStar
HOT3D: An Egocentric Dataset for 3D Hand and Object Tracking
CVPR2025GithubProject
HUMOTO
HUMOTO: A 4D Dataset of Mocap Human Object Interactions
ICCV2025GithubProject
IMHD2Star
I'M HOI: Inertia-aware Monocular Capture of 3D Human-Object Interactions
CVPR2024GithubProject
Semantic-HOI
F-HOI: Toward Fine-grained Semantic-Aligned 3D Human-Object Interactions
ECCV2024GithubProject
HIMOStar
HIMO: A New Benchmark for Full-Body Human Interacting with Multiple Objects
ECCV2024GithubProject
ARCTICStar
ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation
CVPR2023GithubProject
HODomeStar
NeuralDome: A Neural Modeling Pipeline on Multi-View Human-Object Interactions
CVPR2023GithubProject
CHAIRSStar
Full-Body Articulated Human-Object Interaction
ICCV2023GithubProject
OMOMOStar
Object Motion Guided Human Motion Synthesis
SIGGRAPH Asia2023GithubProject
BEHAVEStar
BEHAVE: Dataset and Method for Tracking Human Object Interactions
CVPR2022GithubProject
HOI4DStar
HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object Interaction
CVPR2022GithubProject
H2O-3DStar
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation
CVPR2022GithubProject
PROX-SStar
Compositional Human-Scene Interaction Synthesis with Semantic Control
ECCV2022GithubProject
COUCHStar
COUCH: Towards Controllable Human-Chair Interactions
ECCV2022GithubProject
InterCapStar
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction
GCPR2022GithubProject
DexYCBStar
DexYCB: A Benchmark for Capturing Hand Grasping of Objects
CVPR2021GithubProject
GRAVICAPStar
Gravity-Aware Monocular 3D Human-Object Reconstruction
ICCV2021GithubProject
H2OStar
H2O: Two Hands Manipulating Objects for First Person Interaction Recognition
ICCV2021GithubProject
HO-3DStar
HOnnotate: A method for 3D Annotation of Hand and Object Poses
CVPR2020GithubProject
ContactPoseStar
ContactPose: A Dataset of Grasps with Object Contact and Hand Pose
ECCV2020GithubProject
GRABStar
GRAB: A Dataset of Whole-Body Human Grasping of Objects
ECCV2020GithubProject
ContactDBStar
ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging
CVPR2019GithubProject
ObManStar
Learning joint reconstruction of hands and manipulated objects
CVPR2019GithubProject
Dexter+Object
Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input
ECCV2016GithubProject

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Human-Scene Interaction Datasets

DatasetTitleVenueYearCodeProject
ParaHomeStar
ParaHome: Parameterizing Everyday Home Activities Towards 3D Generative Modeling of Human-Object Interactions
CVPR2025GithubProject
LaserHumanStar
LaserHuman: Language-guided Scene-aware Human Motion Generation in Free Environment
-2024GithubProject
iReplicaStar
Interaction Replica: Tracking Human-Object Interaction and Scene Changes From Human Motion
3DV2024GithubProject
TRUMANSStar
TRUMANS: Scaling Up Dynamic Human-Scene Interaction Modeling
CVPR2024GithubProject
LINGOStar
LINGO: Autonomous Character-Scene Interaction Synthesis from Text Instruction
SIGGRAPH Asia2024GithubProject
CIRCLEStar
CIRCLE: Capture In Rich Contextual Environments
CVPR2023GithubProject
RICHStar
Capturing and Inferring Dense Full-Body Human-Scene Contact
CVPR2022GithubProject
GIMOStar
GIMO: Gaze-Informed Human Motion Prediction in Context
ECCV2022GithubProject
EgoBodyStar
EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices
ECCV2022GithubProject
HUMANISEStar
HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes
NeurIPS2022GithubProject
HPSStar
Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors
CVPR2021GithubProject
SAMPStar
SAMP: Stochastic Scene-Aware Motion Prediction
ICCV2021GithubProject
GTA-IMStar
GTA-IM: Long-term Human Motion Prediction with Scene Context
ECCV2020GithubProject
PROXStar
PROX: Resolving 3D Human Pose Ambiguities with 3D Scene Constraints
ICCV2019GithubProject
i3DBStar
iMapper: Interaction-guided Joint Scene and Human Motion Mapping from Monocular Videos
SIGGRAPH2019GithubProject
PiGraphsStar
PiGraphs: Learning Interaction Snapshots from Observations
SIGGRAPH2016GithubProject

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Human-Mix Interaction Datasets

DatasetTitleVenueYearCodeProject
CORE4DStar
CORE4D: A 4D Human-Object-Human Interaction Dataset for Collaborative Object REarrangement
CVPR2025GithubProject
HOI-M3Star
HOI-M3:Capture Multiple Humans and Objects Interaction within Contextual Environment
CVPR2024GithubProject
HHOI
Learning Social Affordance for Human-Robot Interaction
IJCAI2016GithubProject

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Contributors

Thanks to all the contributors!

Special thank to JackFYL for providing the repo template.

Star History

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