| AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time | Nov 7, 2022 | Knowledge DistillationMulti-Person Pose Estimation | CodeCode Available | 5 |
| Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields | Nov 24, 2016 | 2D Human Pose Estimation2D Pose Estimation | CodeCode Available | 3 |
| RMPE: Regional Multi-person Pose Estimation | Dec 1, 2016 | 2D Human Pose EstimationHuman Detection | CodeCode Available | 3 |
| YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss | Apr 14, 2022 | Multi-Person Pose Estimationobject-detection | CodeCode Available | 2 |
| X-Pose: Detecting Any Keypoints | Oct 12, 2023 | 2D Human Pose Estimation2D Pose Estimation | CodeCode Available | 2 |
| Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation | May 3, 2022 | 2D Human Pose EstimationMulti-Person Pose Estimation | CodeCode Available | 2 |
| Monocular, One-stage, Regression of Multiple 3D People | Aug 27, 2020 | 3D Depth Estimation3D Human Pose Estimation | CodeCode Available | 2 |
| OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields | Dec 18, 2018 | 2D Pose EstimationKeypoint Detection | CodeCode Available | 2 |
| DETRPose: Real-time end-to-end transformer model for multi-person pose estimation | Jun 16, 2025 | 2D Pose EstimationDecoder | CodeCode Available | 2 |
| OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association | Mar 3, 2021 | Car Pose EstimationKeypoint Detection | CodeCode Available | 2 |
| Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose | Nov 29, 2018 | CPUMulti-Person Pose Estimation | CodeCode Available | 1 |
| Poseidon: A ViT-based Architecture for Multi-Frame Pose Estimation with Adaptive Frame Weighting and Multi-Scale Feature Fusion | Jan 14, 2025 | 2D Human Pose EstimationComputational Efficiency | CodeCode Available | 1 |
| HRFormer: High-Resolution Transformer for Dense Prediction | Oct 18, 2021 | Image ClassificationMulti-Person Pose Estimation | CodeCode Available | 1 |
| Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity | Jun 13, 2023 | Animal Pose EstimationMulti-Person Pose Estimation | CodeCode Available | 1 |
| Human Pose Regression with Residual Log-likelihood Estimation | Jul 23, 2021 | 3D Human Pose EstimationMulti-Person Pose Estimation | CodeCode Available | 1 |
| PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking | Jan 1, 2022 | DiversityHuman Detection | CodeCode Available | 1 |
| Robust Pose Estimation in Crowded Scenes with Direct Pose-Level Inference | Dec 1, 2021 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks | Apr 5, 2021 | 3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute) | CodeCode Available | 1 |
| Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation | Sep 8, 2021 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose Regression | Oct 8, 2022 | 3D Multi-Person Pose EstimationHuman Detection | CodeCode Available | 1 |
| Cascaded Pyramid Network for Multi-Person Pose Estimation | Nov 20, 2017 | Keypoint DetectionMulti-Person Pose Estimation | CodeCode Available | 1 |
| Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation | Jan 27, 2021 | 2D Human Pose EstimationKeypoint Detection | CodeCode Available | 1 |
| Contextual Instance Decoupling for Robust Multi-Person Pose Estimation | Jan 1, 2022 | Human Instance SegmentationMulti-Person Pose Estimation | CodeCode Available | 1 |
| HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation | Jun 8, 2021 | 2D Human Pose EstimationFace Detection | CodeCode Available | 1 |
| AID: Pushing the Performance Boundary of Human Pose Estimation with Information Dropping Augmentation | Aug 17, 2020 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| Group Pose: A Simple Baseline for End-to-End Multi-person Pose Estimation | Aug 14, 2023 | DecoderHuman Detection | CodeCode Available | 1 |
| Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images | Sep 13, 2021 | 3D Multi-Person Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Deep Dual Consecutive Network for Human Pose Estimation | Mar 12, 2021 | Keypoint DetectionMulti-Person Pose Estimation | CodeCode Available | 1 |
| Mask R-CNN | Mar 20, 2017 | 3D Instance SegmentationHuman Part Segmentation | CodeCode Available | 1 |
| Deep High-Resolution Representation Learning for Human Pose Estimation | Feb 25, 2019 | 2D Human Pose Estimation2D Pose Estimation | CodeCode Available | 1 |
| Iterative Greedy Matching for 3D Human Pose Tracking from Multiple Views | Jan 24, 2021 | 3D Human Pose Tracking3D Multi-Person Pose Estimation | CodeCode Available | 1 |
| Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing | Mar 8, 2021 | Human ParsingMulti-Person Pose Estimation | CodeCode Available | 1 |
| LAMP: Leveraging Language Prompts for Multi-person Pose Estimation | Jul 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Greedy Offset-Guided Keypoint Grouping for Human Pose Estimation | Jul 7, 2021 | 2D Human Pose EstimationKeypoint Detection | CodeCode Available | 1 |
| Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos | Dec 22, 2020 | 3D Absolute Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| DiffusionRegPose: Enhancing Multi-Person Pose Estimation using a Diffusion-Based End-to-End Regression Approach | Jan 1, 2024 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| DirectPose: Direct End-to-End Multi-Person Pose Estimation | Nov 18, 2019 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates | Jun 28, 2020 | Keypoint DetectionMulti-Person Pose Estimation | CodeCode Available | 1 |
| I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation | Jun 22, 2022 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| Dual networks based 3D Multi-Person Pose Estimation from Monocular Video | May 2, 2022 | 3D Human Pose Estimation3D Multi-Person Pose Estimation | CodeCode Available | 1 |
| BoIR: Box-Supervised Instance Representation for Multi-Person Pose Estimation | Sep 25, 2023 | DisentanglementKeypoint Estimation | CodeCode Available | 1 |
| EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation | Jul 16, 2020 | 2D Human Pose EstimationMulti-Person Pose Estimation | CodeCode Available | 1 |
| Generative Partition Networks for Multi-Person Pose Estimation | May 21, 2017 | Human DetectionKeypoint Detection | CodeCode Available | 1 |
| Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation | Mar 5, 2020 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| InsPose: Instance-Aware Networks for Single-Stage Multi-Person Pose Estimation | Jul 19, 2021 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| End-to-End Multi-Person Pose Estimation With Transformers | Jan 1, 2022 | DecoderMulti-Person Pose Estimation | CodeCode Available | 1 |
| EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer | Nov 17, 2020 | 2D Human Pose EstimationKeypoint Detection | CodeCode Available | 1 |
| Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation | Feb 3, 2023 | 2D Human Pose EstimationDecoder | CodeCode Available | 1 |
| AdaptivePose: Human Parts as Adaptive Points | Dec 27, 2021 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| Learning Delicate Local Representations for Multi-Person Pose Estimation | Mar 9, 2020 | Keypoint DetectionMulti-Person Pose Estimation | CodeCode Available | 1 |
