← 3D Hand Pose Estimation

Papers with Code · CC BY-SA 4.0

HInt: Hand Interactions in the wild

아카이브 평가 10건 · 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
ExtPose*	PCK@0.05 (New Days) All 59.6 PCK@0.05 (VISOR) All 61.1	ExtPose: Robust and Coherent Pose Estimation by Extending ViTs 2025-06-18	연결 없음
HaMeR*	PCK@0.05 (New Days) All 51.6 PCK@0.05 (VISOR) All 56.5 PCK@0.05 (Ego4D) All 46.9 PCK@0.05 (NewDays) Visible 62.9 PCK@0.05 (VISOR) Visible 66.5 PCK@0.05 (Ego4D) Visible 59.1 PCK@0.05 (NewDays) Occ 33.2 PCK@0.05 (VISOR) Occ 42.6 PCK@0.05 (Ego4D) Occ 33.1	Reconstructing Hands in 3D with Transformers 2023-12-08	코드 1
Hamba	PCK@0.05 (New Days) All 48.7 PCK@0.05 (VISOR) All 47.2 PCK@0.05 (NewDays) Visible 61.2 PCK@0.05 (VISOR) Visible 61.4 PCK@0.05 (NewDays) Occ 28.2 PCK@0.05 (VISOR) Occ 29.9	Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba 2024-07-12	코드 1
MaskHand	PCK@0.05 (New Days) All 48.7 PCK@0.05 (VISOR) All 46.1 PCK@0.05 (Ego4D) All 46.4 PCK@0.05 (NewDays) Visible 61.0 PCK@0.05 (VISOR) Visible 62.1 PCK@0.05 (Ego4D) Visible 59.3 PCK@0.05 (NewDays) Occ 29.4 PCK@0.05 (VISOR) Occ 31.4 PCK@0.05 (Ego4D) Occ 29.4	MMHMR: Generative Masked Modeling for Hand Mesh Recovery 2024-12-18	연결 없음
HaMeR	PCK@0.05 (New Days) All 48.0 PCK@0.05 (VISOR) All 43.0 PCK@0.05 (Ego4D) All 38.9 PCK@0.05 (NewDays) Visible 60.8 PCK@0.05 (VISOR) Visible 56.6 PCK@0.05 (Ego4D) Visible 52.0 PCK@0.05 (NewDays) Occ 27.2 PCK@0.05 (VISOR) Occ 25.9 PCK@0.05 (Ego4D) Occ 23.0	Reconstructing Hands in 3D with Transformers 2023-12-08	코드 1
MeshGraphormer	PCK@0.05 (New Days) All 16.8 PCK@0.05 (VISOR) All 19.1 PCK@0.05 (Ego4D) All 14.6 PCK@0.05 (NewDays) Visible 22.3 PCK@0.05 (VISOR) Visible 23.6 PCK@0.05 (Ego4D) Visible 18.4 PCK@0.05 (NewDays) Occ 7.9 PCK@0.05 (VISOR) Occ 10.9 PCK@0.05 (Ego4D) Occ 8.3	Mesh Graphormer 2021-04-01	코드 1 · 코드 2 · 코드 3
FrankMocap	PCK@0.05 (New Days) All 16.1 PCK@0.05 (VISOR) All 16.8 PCK@0.05 (Ego4D) All 13.1 PCK@0.05 (NewDays) Visible 20.1 PCK@0.05 (VISOR) Visible 20.4 PCK@0.05 (Ego4D) Visible 16.3 PCK@0.05 (NewDays) Occ 9.2 PCK@0.05 (VISOR) Occ 11.0 PCK@0.05 (Ego4D) Occ 8.4	FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration 2020-08-19	코드 1
METRO	PCK@0.05 (New Days) All 14.7 PCK@0.05 (VISOR) All 16.8 PCK@0.05 (Ego4D) All 13.2 PCK@0.05 (NewDays) Visible 19.2 PCK@0.05 (VISOR) Visible 19.7 PCK@0.05 (Ego4D) Visible 15.8 PCK@0.05 (NewDays) Occ 7.0 PCK@0.05 (VISOR) Occ 10.2 PCK@0.05 (Ego4D) Occ 8.1	End-to-End Human Pose and Mesh Reconstruction with Transformers 2020-12-17	코드 1
HandOccNet (no param)	PCK@0.05 (New Days) All 13.7 PCK@0.05 (VISOR) All 12.4 PCK@0.05 (Ego4D) All 10.9 PCK@0.05 (NewDays) Visible 15.7 PCK@0.05 (VISOR) Visible 13.1 PCK@0.05 (Ego4D) Visible 11.2 PCK@0.05 (NewDays) Occ 9.8 PCK@0.05 (VISOR) Occ 9.9 PCK@0.05 (Ego4D) Occ 9.6	HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network 2022-03-28	연결 없음
HandOccNet (param)	PCK@0.05 (New Days) All 9.1 PCK@0.05 (VISOR) All 8.1 PCK@0.05 (Ego4D) All 7.7 PCK@0.05 (NewDays) Visible 10.2 PCK@0.05 (VISOR) Visible 8.5 PCK@0.05 (Ego4D) Visible 7.3 PCK@0.05 (NewDays) Occ 7.2 PCK@0.05 (VISOR) Occ 7.4 PCK@0.05 (Ego4D) Occ 8.0	HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network 2022-03-28	연결 없음