← 3D Human Pose Estimation
Papers with Code · CC BY-SA 4.0

EMDB

아카이브 평가 13건 · 마지막 적재/변경

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
모델원본 지표·값논문구현
TRAM
Average MPJPE (mm)
74.4
Average MPJPE-PA (mm)
45.7
Average MVE (mm)
86.6
TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos
2024-03-26
코드 1
WHAM (ViT)
Average MPJPE (mm)
79.7
Average MPJPE-PA (mm)
50.4
Average MVE (mm)
94.4
WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion
2023-12-12
코드 1
GenHMR
Average MPJPE (mm)
88.2
Average MPJPE-PA (mm)
51.7
Average MVE (mm)
99.5
GenHMR: Generative Human Mesh Recovery
2024-12-19
연결 없음
BioPose
Average MPJPE (mm)
92.5
Average MPJPE-PA (mm)
52.1
Average MVE (mm)
98.9
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos
2025-01-14
연결 없음
HybrIK
Average MPJPE (mm)
103.037
Average MPJPE-PA (mm)
65.5935
Average MVE (mm)
122.193
Average MVE-PA (mm)
80.3678
Average MPJAE (deg)
24.5174
Average MPJAE-PA (deg)
23.0704
Jitter (10m/s^3)
49.2068
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation
2020-11-30
코드 1 · 코드 2 · 코드 3 · 코드 4
FastMETRO-L no SMPL Head
Average MPJPE (mm)
108.107
Average MPJPE-PA (mm)
66.794
Average MVE (mm)
119.23
Average MVE-PA (mm)
81.1847
Jitter (10m/s^3)
185.933
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers
2022-07-27
코드 1
CLIFF
Average MPJPE (mm)
103.134
Average MPJPE-PA (mm)
68.7969
Average MVE (mm)
122.884
Average MVE-PA (mm)
81.3275
Average MPJAE (deg)
23.0933
Average MPJAE-PA (deg)
21.6265
Jitter (10m/s^3)
55.4525
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation
2022-08-01
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
GLAMR
Average MPJPE (mm)
107.797
Average MPJPE-PA (mm)
71.0091
Average MVE (mm)
128.237
Average MVE-PA (mm)
85.4586
Average MPJAE (deg)
25.5058
Average MPJAE-PA (deg)
23.5484
Jitter (10m/s^3)
67.3522
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras
2021-12-02
코드 1
PARE
Average MPJPE (mm)
113.887
Average MPJPE-PA (mm)
72.203
Average MVE (mm)
133.247
Average MVE-PA (mm)
85.3788
Average MPJAE (deg)
24.673
Average MPJAE-PA (deg)
22.3842
Jitter (10m/s^3)
75.1137
PARE: Part Attention Regressor for 3D Human Body Estimation
2021-04-17
코드 1
FastMETRO-L
Average MPJPE (mm)
115.036
Average MPJPE-PA (mm)
72.6765
Average MVE (mm)
133.566
Average MVE-PA (mm)
86.0043
Average MPJAE (deg)
25.07
Average MPJAE-PA (deg)
22.9482
Jitter (10m/s^3)
81.2959
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers
2022-07-27
코드 1
ROMP
Average MPJPE (mm)
112.652
Average MPJPE-PA (mm)
75.1869
Average MVE (mm)
134.863
Average MVE-PA (mm)
90.648
Average MPJAE (deg)
26.5975
Average MPJAE-PA (deg)
23.9901
Jitter (10m/s^3)
71.2556
Monocular, One-stage, Regression of Multiple 3D People
2020-08-27
코드 1 · 코드 2
LGD
Average MPJPE (mm)
115.82
Average MPJPE-PA (mm)
81.1389
Average MVE (mm)
140.63
Average MVE-PA (mm)
95.7255
Average MPJAE (deg)
25.1572
Average MPJAE-PA (deg)
25.6425
Jitter (10m/s^3)
72.9695
Human Body Model Fitting by Learned Gradient Descent
2020-08-19
연결 없음
PyMAF
Average MPJPE (mm)
131.065
Average MPJPE-PA (mm)
82.8502
Average MVE (mm)
159.956
Average MVE-PA (mm)
98.1305
Average MPJAE (deg)
28.4555
Average MPJAE-PA (deg)
25.7033
Jitter (10m/s^3)
81.8447
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
2021-03-30
코드 1 · 코드 2