CrowdPose

Dataset Information
Modalities
Images
Languages
Chinese
Introduced
2019
License
Unknown
Homepage
Official Website
Contents

Overview

The CrowdPose dataset contains about 20,000 images and a total of 80,000 human poses with 14 labeled keypoints. The test set includes 8,000 images. The crowded images containing homes are extracted from MSCOCO, MPII and AI Challenger.

Source: Human Pose Estimation for Real-World Crowded Scenarios
Image Source: https://github.com/Jeff-sjtu/CrowdPose

Variants: CrowdPose

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Multi-Person Pose Estimation DETRPose-L DETRPose: Real-time end-to-end transformer model … 2025-06-16
Multi-Person Pose Estimation DETRPose-X DETRPose: Real-time end-to-end transformer model … 2025-06-16
Multi-Person Pose Estimation DETRPose-S DETRPose: Real-time end-to-end transformer model … 2025-06-16
Multi-Person Pose Estimation DETRPose-M DETRPose: Real-time end-to-end transformer model … 2025-06-16
Multi-Person Pose Estimation DETRPose-N DETRPose: Real-time end-to-end transformer model … 2025-06-16
Multi-Person Pose Estimation RTMO-l RTMO: Towards High-Performance One-Stage Real-Time … 2023-12-12
Pose Estimation BUCTD-W48 (w/cond. input from PETR, and generative sampling) Rethinking pose estimation in crowds: … 2023-06-13
Pose Estimation BUCTD-W48 (w/cond. input from PETR) Rethinking pose estimation in crowds: … 2023-06-13
Pose Estimation BUCTD-W48 Rethinking pose estimation in crowds: … 2023-06-13
Multi-Person Pose Estimation BUCTD-W48 (w/cond. input from PETR, and generative sampling) Rethinking pose estimation in crowds: … 2023-06-13
Multi-Person Pose Estimation ED-Pose (Swin-L) Explicit Box Detection Unifies End-to-End … 2023-02-03
Multi-Person Pose Estimation SCIO (HRNet-48) Self-Constrained Inference Optimization on Structural … 2022-07-06
Multi-Person Pose Estimation I²R-Net (1st stage: HRFormer-B) I^2R-Net: Intra- and Inter-Human Relation … 2022-06-22
Pose Estimation SwinV2-L 1K-MIM Revealing the Dark Secrets of … 2022-05-26
Pose Estimation SwinV2-B 1K-MIM Revealing the Dark Secrets of … 2022-05-26
Multi-Person Pose Estimation LitePose-S Lite Pose: Efficient Architecture Design … 2022-05-03
Pose Estimation ViTPose-G ViTPose: Simple Vision Transformer Baselines … 2022-04-26
Multi-Person Pose Estimation BAPose (W32) BAPose: Bottom-Up Pose Estimation with … 2021-12-20
Pose Estimation KAPAO-M Rethinking Keypoint Representations: Modeling Keypoints … 2021-11-16
Pose Estimation KAPAO-L Rethinking Keypoint Representations: Modeling Keypoints … 2021-11-16

Research Papers

Recent papers with results on this dataset:

External Links: