Reconstruction on CustomHumans

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

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

Sort:

#	Model↕	Chamfer Distance P-to-S▲	Extra Data	Paper	Date↕	Code
1	SiTH	1.871	No	SiTH: Single-view Textured Human Reconstruction ...	2023-11-27	Code
2	FOF	2.079	Yes	FOF: Learning Fourier Occupancy Field for Monocu...	2022-06-05	-
3	PIFuHD	2.107	Yes	PIFuHD: Multi-Level Pixel-Aligned Implicit Funct...	2020-04-01	Code
4	PaMIR	2.181	Yes	PaMIR: Parametric Model-Conditioned Implicit Rep...	2020-07-08	Code
5	PIFu	2.209	Yes	PIFu: Pixel-Aligned Implicit Function for High-R...	2019-05-13	Code
6	ICON	2.256	No	ICON: Implicit Clothed humans Obtained from Norm...	2021-12-16	Code
7	ECON	2.483	No	ECON: Explicit Clothed humans Optimized via Norm...	2022-12-14	Code
8	2K2K	2.488	Yes	High-fidelity 3D Human Digitization from Single ...	2023-03-27	Code

#1SiTHSOTA
1.871
Chamfer Distance P-to-S· 2023-11-27
SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion Code
#2FOFSOTA
2.079
Chamfer Distance P-to-S· Extra Data· 2022-06-05
FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction
#3PIFuHDSOTA
2.107
Chamfer Distance P-to-S· Extra Data· 2020-04-01
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Code
#4PaMIR
2.181
Chamfer Distance P-to-S· Extra Data· 2020-07-08
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction Code
#5PIFuSOTA
2.209
Chamfer Distance P-to-S· Extra Data· 2019-05-13
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Code
#6ICON
2.256
Chamfer Distance P-to-S· 2021-12-16
ICON: Implicit Clothed humans Obtained from Normals Code
#7ECON
2.483
Chamfer Distance P-to-S· 2022-12-14
ECON: Explicit Clothed humans Optimized via Normal integration Code
#82K2K
2.488
Chamfer Distance P-to-S· Extra Data· 2023-03-27
High-fidelity 3D Human Digitization from Single 2K Resolution Images Code