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4D-DRESS

아카이브 평가 22건 · 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
SCANimate_Inner	Chamfer (cm) 0.965 Normal Consistency 0.854 IoU 0.918	SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks 2021-04-07	코드 1 · 코드 2
X-Avatar_Inner	Chamfer (cm) 1.008 Normal Consistency 0.861 IoU 0.954	X-Avatar: Expressive Human Avatars 2023-03-08	코드 1
SNARF_Inner	Chamfer (cm) 1.158 Normal Consistency 0.843 IoU 0.907	SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes 2021-04-08	코드 1
X-Avatar_Outer	Chamfer (cm) 1.177 Normal Consistency 0.841 IoU 0.946	X-Avatar: Expressive Human Avatars 2023-03-08	코드 1
SCANimate_Outer	Chamfer (cm) 1.237 Normal Consistency 0.828 IoU 0.912	SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks 2021-04-07	코드 1 · 코드 2
SNARF_Outer	Chamfer (cm) 1.248 Normal Consistency 0.827 IoU 0.930	SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes 2021-04-08	코드 1
SiTH_Inner	Chamfer (cm) 2.110 Normal Consistency 0.824 IoU 0.755	SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion 2023-11-27	코드 1
SiTH_Outer	Chamfer (cm) 2.322 Normal Consistency 0.794 IoU 0.749	SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion 2023-11-27	코드 1
PIFuHD_Outer	Chamfer (cm) 2.393 Normal Consistency 0.763 IoU 0.743	PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization 2020-04-01	코드 1 · 코드 2 · 코드 3
PIFuHD_Inner	Chamfer (cm) 2.426 Normal Consistency 0.793 IoU 0.739	PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization 2020-04-01	코드 1 · 코드 2 · 코드 3
ICON_Inner	Chamfer (cm) 2.473 Normal Consistency 0.798 IoU 0.752	ICON: Implicit Clothed humans Obtained from Normals 2021-12-16	코드 1 · 코드 2
PaMIR_Inner	Chamfer (cm) 2.520 Normal Consistency 0.805 IoU 0.706	PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction 2020-07-08	코드 1
ECON_Inner	Chamfer (cm) 2.543 Normal Consistency 0.796 IoU 0.736	ECON: Explicit Clothed humans Optimized via Normal integration 2022-12-14	코드 1
PaMIR_Outer	Chamfer (cm) 2.608 Normal Consistency 0.777 IoU 0.715	PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction 2020-07-08	코드 1
PIFu_Inner	Chamfer (cm) 2.696 Normal Consistency 0.792 IoU 0.690	PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization 2019-05-13	코드 1
PIFu_Outer	Chamfer (cm) 2.783 Normal Consistency 0.759 IoU 0.697	PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization 2019-05-13	코드 1
ICON_Outer	Chamfer (cm) 2.832 Normal Consistency 0.762 IoU 0.756	ICON: Implicit Clothed humans Obtained from Normals 2021-12-16	코드 1 · 코드 2
ECON_Outer	Chamfer (cm) 2.852 Normal Consistency 0.760 IoU 0.728	ECON: Explicit Clothed humans Optimized via Normal integration 2022-12-14	코드 1
Vid2Avatar_Inner	Chamfer (cm) 2.870 Normal Consistency 0.750 IoU 0.772	Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition 2023-02-22	코드 1
SelfRecon_Outer	Chamfer (cm) 3.014 Normal Consistency 0.725 IoU 0.787	SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video 2022-01-30	코드 1
SelfRecon_Inner	Chamfer (cm) 3.180 Normal Consistency 0.729 IoU 0.754	SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video 2022-01-30	코드 1
Vid2Avatar_Outer	Chamfer (cm) 4.027 Normal Consistency 0.683 IoU 0.745	Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition 2023-02-22	코드 1