Reconstruction on 4D-DRESS

Metric: Normal Consistency (higher is better)

LeaderboardDataset

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#	Model↕	Normal Consistency▼	Extra Data	Paper	Date↕	Code
1	X-Avatar_Inner	0.861	No	X-Avatar: Expressive Human Avatars	2023-03-08	Code
2	SCANimate_Inner	0.854	No	SCANimate: Weakly Supervised Learning of Skinned...	2021-04-07	Code
3	SNARF_Inner	0.843	No	SNARF: Differentiable Forward Skinning for Anima...	2021-04-08	Code
4	X-Avatar_Outer	0.841	No	X-Avatar: Expressive Human Avatars	2023-03-08	Code
5	SCANimate_Outer	0.828	No	SCANimate: Weakly Supervised Learning of Skinned...	2021-04-07	Code
6	SNARF_Outer	0.827	No	SNARF: Differentiable Forward Skinning for Anima...	2021-04-08	Code
7	SiTH_Inner	0.824	Yes	SiTH: Single-view Textured Human Reconstruction ...	2023-11-27	Code
8	PaMIR_Inner	0.805	Yes	PaMIR: Parametric Model-Conditioned Implicit Rep...	2020-07-08	Code
9	ICON_Inner	0.798	Yes	ICON: Implicit Clothed humans Obtained from Norm...	2021-12-16	Code
10	ECON_Inner	0.796	Yes	ECON: Explicit Clothed humans Optimized via Norm...	2022-12-14	Code
11	SiTH_Outer	0.794	Yes	SiTH: Single-view Textured Human Reconstruction ...	2023-11-27	Code
12	PIFuHD_Inner	0.793	Yes	PIFuHD: Multi-Level Pixel-Aligned Implicit Funct...	2020-04-01	Code
13	PIFu_Inner	0.792	Yes	PIFu: Pixel-Aligned Implicit Function for High-R...	2019-05-13	Code
14	PaMIR_Outer	0.777	Yes	PaMIR: Parametric Model-Conditioned Implicit Rep...	2020-07-08	Code
15	PIFuHD_Outer	0.763	Yes	PIFuHD: Multi-Level Pixel-Aligned Implicit Funct...	2020-04-01	Code
16	ICON_Outer	0.762	Yes	ICON: Implicit Clothed humans Obtained from Norm...	2021-12-16	Code
17	ECON_Outer	0.76	Yes	ECON: Explicit Clothed humans Optimized via Norm...	2022-12-14	Code
18	PIFu_Outer	0.759	Yes	PIFu: Pixel-Aligned Implicit Function for High-R...	2019-05-13	Code
19	Vid2Avatar_Inner	0.75	No	Vid2Avatar: 3D Avatar Reconstruction from Videos...	2023-02-22	Code
20	SelfRecon_Inner	0.729	No	SelfRecon: Self Reconstruction Your Digital Avat...	2022-01-30	Code
21	SelfRecon_Outer	0.725	No	SelfRecon: Self Reconstruction Your Digital Avat...	2022-01-30	Code
22	Vid2Avatar_Outer	0.683	No	Vid2Avatar: 3D Avatar Reconstruction from Videos...	2023-02-22	Code