← Unsupervised 3D Human Pose Estimation

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Human3.6M

아카이브 평가 12건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

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
ElePose	PA-MPJPE 36.7 MPJPE 64.0	ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses 2021-12-14	코드 1
CHOMP	PA-MPJPE 40.1 MPJPE 64.7	Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior 2022-07-12	코드 1
HDVR	MPJPE 82.1	Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition 2021-09-19	코드 1
ITES-TS	MPJPE 85.3 P-MPJPE 59.8	Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation 2020-12-17	코드 1
Mask as Supervision	MPJPE 95.9 P-MPJPE 90.4 N-MPJPE 96.8	Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation 2023-12-12	코드 1
Non-Local Latent Relation Distillation	PA-MPJPE 86.2 MPJPE 97.8	Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation 2022-04-05	연결 없음
SVMAC	MPJPE 98.3	SVMAC: Unsupervised 3D Human Pose Estimation from a Single Image with Single-view-multi-angle Consistency 2021-06-10	연결 없음
PGNIS	MPJPE 99.2	Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis 2020-04-09	연결 없음
Uncertainty-Aware Adaptation	PA-MPJPE 88.9 MPJPE 103.2	Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation 2022-03-29	연결 없음
CLIFF (HR-W48)	PA-MPJPE 32.7	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
LInKs	PA-MPJPE 33.8 N-MPJPE 61.6	LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation 2023-09-13	연결 없음
Kinematic-Structure-Preserved Representation	PA-MPJPE 89.4	Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation 2020-06-24	연결 없음