SOTAVerified

2D Pose Estimation

detective pose

Papers

Showing 125 of 90 papers

TitleStatusHype
Sapiens: Foundation for Human Vision ModelsCode9
Mamba: Linear-Time Sequence Modeling with Selective State SpacesCode6
SuperAnimal pretrained pose estimation models for behavioral analysisCode5
Realtime Multi-Person 2D Pose Estimation using Part Affinity FieldsCode3
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity FieldsCode2
X-Pose: Detecting Any KeypointsCode2
DETRPose: Real-time end-to-end transformer model for multi-person pose estimationCode2
A Graph-Based Approach for Category-Agnostic Pose EstimationCode2
Pose for Everything: Towards Category-Agnostic Pose EstimationCode2
Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose EstimationCode1
Edge Weight Prediction For Category-Agnostic Pose EstimationCode1
A Unified Framework for Domain Adaptive Pose EstimationCode1
Rotation Equivariant Siamese Networks for TrackingCode1
MPL: Lifting 3D Human Pose from Multi-view 2D PosesCode1
HuPR: A Benchmark for Human Pose Estimation Using Millimeter Wave RadarCode1
Deep High-Resolution Representation Learning for Human Pose EstimationCode1
HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertaintyCode1
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in VideosCode1
Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric ApproachCode1
Polarized Self-Attention: Towards High-quality Pixel-wise RegressionCode1
Epipolar TransformersCode1
Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose ReconstructionCode1
CapeX: Category-Agnostic Pose Estimation from Textual Point ExplanationCode1
HAP: Structure-Aware Masked Image Modeling for Human-Centric PerceptionCode1
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose EstimationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CapeLLMMean PCK@0.2 - 1shot92.6Unverified
2CapeXMean PCK@0.2 - 1shot91.5Unverified
3EdgeCapeMean PCK@0.2 - 1shot89.01Unverified
4PoseAnything-TMean PCK@0.2 - 1shot87.47Unverified
5CapeFormerMean PCK@0.2 - 1shot85.31Unverified
6POMNetMean PCK@0.2 - 1shot79.7Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.299.4Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.296.1Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.299.9Unverified
#ModelMetricClaimedVerifiedStatus
1HRNetPCK868Unverified
#ModelMetricClaimedVerifiedStatus
1UniHCP (finetune)EPE6.6Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseAP79.4Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.299.9Unverified