Papers with Code · CC BY-SA 4.0

HumanEva-I

아카이브 평가 31건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
GLA-GCN (T=27, GT)	Mean Reconstruction Error (mm) 9.2	GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video 2023-07-12	코드 1
StridedTransformer (T=27 GT)	Mean Reconstruction Error (mm) 12.2	Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation 2021-03-26	코드 1
Spatio-Temporal Network (T=128)	Mean Reconstruction Error (mm) 13.5	3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training 2020-04-07	연결 없음
Occlusion-Aware Networks	Mean Reconstruction Error (mm) 14.3	Occlusion-Aware Networks for 3D Human Pose Estimation in Video 2019-10-01	연결 없음
HEMlets Pose	Mean Reconstruction Error (mm) 15.2	HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation 2019-10-26	연결 없음
Attention (T=27 MA)	Mean Reconstruction Error (mm) 15.4	Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions 2021-03-04	연결 없음
MixSTE (T=43, FT)	Mean Reconstruction Error (mm) 16.1	MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video 2022-03-02	코드 1
Ordinal Depth Supervision	Mean Reconstruction Error (mm) 18.3	Ordinal Depth Supervision for 3D Human Pose Estimation 2018-05-10	코드 1
StridedTransformer (T=27 MRCNN)	Mean Reconstruction Error (mm) 18.9	Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation 2021-03-26	코드 1
RTPCA	Mean Reconstruction Error (mm) 19.1	Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation 2023-09-04	코드 1
DG-Net (T=4)	Mean Reconstruction Error (mm) 19.5	Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos 2021-09-15	연결 없음
GAST	Mean Reconstruction Error (mm) 21.2	A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video 2020-03-11	코드 1
PoseFormer	Mean Reconstruction Error (mm) 21.6	3D Human Pose Estimation with Spatial and Temporal Transformers 2021-03-18	코드 1 · 코드 2 · 코드 3
Sequence-to-sequence network	Mean Reconstruction Error (mm) 22	Exploiting temporal information for 3D pose estimation 2017-11-23	코드 1
3D Pose Grammar Network	Mean Reconstruction Error (mm) 22.9	Learning Pose Grammar for Monocular 3D Pose Estimation 2019-06-01	연결 없음
Pose Grammar	Mean Reconstruction Error (mm) 22.9	Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation 2017-10-17	연결 없음
Ours (Oracle)	Mean Reconstruction Error (mm) 23.9	Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking 2019-04-02	코드 1
c2f-vol	Mean Reconstruction Error (mm) 24.3	Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose 2016-11-23	코드 1 · 코드 2 · 코드 3 · 코드 4
ConvFormer (T=43)	Mean Reconstruction Error (mm) 24.3	ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention 2023-04-04	코드 1
SIM (SH detections)	Mean Reconstruction Error (mm) 24.6	A simple yet effective baseline for 3d human pose estimation 2017-05-08	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 · 코드 14
EDM	Mean Reconstruction Error (mm) 26.9	3D Human Pose Estimation from a Single Image via Distance Matrix Regression 2016-11-28	연결 없음
Recurrent 3D Pose Sequence Machines	Mean Reconstruction Error (mm) 30.8	Recurrent 3D Pose Sequence Machines 2017-07-31	연결 없음
DMHSR(J,B,D)	Mean Reconstruction Error (mm) 33.7	Deep Multitask Architecture for Integrated 2D and 3D Human Sensing 2017-01-31	연결 없음
Dual-source approach	Mean Reconstruction Error (mm) 38.9	A Dual-Source Approach for 3D Pose Estimation from a Single Image 2015-09-22	연결 없음
TGP	Mean Reconstruction Error (mm) 39.1	Twin gaussian processes for structured prediction 2010-03-01	연결 없음
DSRF	Mean Reconstruction Error (mm) 40.3	Depth sweep regression forests for estimating 3d human pose from images 2014-09-01	연결 없음
Simo-Serra et al.	Mean Reconstruction Error (mm) 56.7	A Joint Model for 2D and 3D Pose Estimation from a Single Image 2013-06-01	연결 없음
Ours	Mean Reconstruction Error (mm) 64	Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation 2018-08-17	코드 1 · 코드 2
Wang et al.	Mean Reconstruction Error (mm) 71.3	Robust Estimation of 3D Human Poses from a Single Image 2014-06-09	연결 없음
SMPLify (dense)	Mean Reconstruction Error (mm) 74.5	Unite the People: Closing the Loop Between 3D and 2D Human Representations 2017-01-10	코드 1 · 코드 2