Reconstruction on CustomHumans

Metric: Chamfer Distance S-to-P (lower is better)

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#	Model↕	Chamfer Distance S-to-P▲	Extra Data	Paper	Date↕	Code
1	SiTH	2.045	No	SiTH: Single-view Textured Human Reconstruction ...	2023-11-27	Code
2	PIFuHD	2.228	Yes	PIFuHD: Multi-Level Pixel-Aligned Implicit Funct...	2020-04-01	Code
3	PaMIR	2.507	Yes	PaMIR: Parametric Model-Conditioned Implicit Rep...	2020-07-08	Code
4	PIFu	2.582	Yes	PIFu: Pixel-Aligned Implicit Function for High-R...	2019-05-13	Code
5	FOF	2.644	Yes	FOF: Learning Fourier Occupancy Field for Monocu...	2022-06-05	-
6	ECON	2.68	No	ECON: Explicit Clothed humans Optimized via Norm...	2022-12-14	Code
7	ICON	2.795	No	ICON: Implicit Clothed humans Obtained from Norm...	2021-12-16	Code
8	2K2K	3.292	Yes	High-fidelity 3D Human Digitization from Single ...	2023-03-27	Code

#1SiTHSOTA
2.045
Chamfer Distance S-to-P· 2023-11-27
SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion Code
#2PIFuHDSOTA
2.228
Chamfer Distance S-to-P· Extra Data· 2020-04-01
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Code
#3PaMIR
2.507
Chamfer Distance S-to-P· Extra Data· 2020-07-08
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction Code
#4PIFuSOTA
2.582
Chamfer Distance S-to-P· Extra Data· 2019-05-13
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Code
#5FOF
2.644
Chamfer Distance S-to-P· Extra Data· 2022-06-05
FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction
#6ECON
2.68
Chamfer Distance S-to-P· 2022-12-14
ECON: Explicit Clothed humans Optimized via Normal integration Code
#7ICON
2.795
Chamfer Distance S-to-P· 2021-12-16
ICON: Implicit Clothed humans Obtained from Normals Code
#82K2K
3.292
Chamfer Distance S-to-P· Extra Data· 2023-03-27
High-fidelity 3D Human Digitization from Single 2K Resolution Images Code