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SotA/Computer Vision/Reconstruction/4D-DRESS

Reconstruction on 4D-DRESS

Metric: Chamfer (cm) (lower is better)

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#Model↕Chamfer (cm)▲Extra DataPaperDate↕Code
1SCANimate_Inner0.965NoSCANimate: Weakly Supervised Learning of Skinned...2021-04-07Code
2X-Avatar_Inner1.008NoX-Avatar: Expressive Human Avatars2023-03-08Code
3SNARF_Inner1.158NoSNARF: Differentiable Forward Skinning for Anima...2021-04-08Code
4X-Avatar_Outer1.177NoX-Avatar: Expressive Human Avatars2023-03-08Code
5SCANimate_Outer1.237NoSCANimate: Weakly Supervised Learning of Skinned...2021-04-07Code
6SNARF_Outer1.248NoSNARF: Differentiable Forward Skinning for Anima...2021-04-08Code
7SiTH_Inner2.11YesSiTH: Single-view Textured Human Reconstruction ...2023-11-27Code
8SiTH_Outer2.322YesSiTH: Single-view Textured Human Reconstruction ...2023-11-27Code
9PIFuHD_Outer2.393YesPIFuHD: Multi-Level Pixel-Aligned Implicit Funct...2020-04-01Code
10PIFuHD_Inner2.426YesPIFuHD: Multi-Level Pixel-Aligned Implicit Funct...2020-04-01Code
11ICON_Inner2.473YesICON: Implicit Clothed humans Obtained from Norm...2021-12-16Code
12PaMIR_Inner2.52YesPaMIR: Parametric Model-Conditioned Implicit Rep...2020-07-08Code
13ECON_Inner2.543YesECON: Explicit Clothed humans Optimized via Norm...2022-12-14Code
14PaMIR_Outer2.608YesPaMIR: Parametric Model-Conditioned Implicit Rep...2020-07-08Code
15PIFu_Inner2.696YesPIFu: Pixel-Aligned Implicit Function for High-R...2019-05-13Code
16PIFu_Outer2.783YesPIFu: Pixel-Aligned Implicit Function for High-R...2019-05-13Code
17ICON_Outer2.832YesICON: Implicit Clothed humans Obtained from Norm...2021-12-16Code
18ECON_Outer2.852YesECON: Explicit Clothed humans Optimized via Norm...2022-12-14Code
19Vid2Avatar_Inner2.87NoVid2Avatar: 3D Avatar Reconstruction from Videos...2023-02-22Code
20SelfRecon_Outer3.014NoSelfRecon: Self Reconstruction Your Digital Avat...2022-01-30Code
21SelfRecon_Inner3.18NoSelfRecon: Self Reconstruction Your Digital Avat...2022-01-30Code
22Vid2Avatar_Outer4.027NoVid2Avatar: 3D Avatar Reconstruction from Videos...2023-02-22Code