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SotA/Computer Vision/Reconstruction/4D-DRESS

Reconstruction on 4D-DRESS

Metric: IoU (higher is better)

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#Model↕IoU▼Extra DataPaperDate↕Code
1X-Avatar_Inner0.954NoX-Avatar: Expressive Human Avatars2023-03-08Code
2X-Avatar_Outer0.946NoX-Avatar: Expressive Human Avatars2023-03-08Code
3SNARF_Outer0.93NoSNARF: Differentiable Forward Skinning for Anima...2021-04-08Code
4SCANimate_Inner0.918NoSCANimate: Weakly Supervised Learning of Skinned...2021-04-07Code
5SCANimate_Outer0.912NoSCANimate: Weakly Supervised Learning of Skinned...2021-04-07Code
6SNARF_Inner0.907NoSNARF: Differentiable Forward Skinning for Anima...2021-04-08Code
7SelfRecon_Outer0.787NoSelfRecon: Self Reconstruction Your Digital Avat...2022-01-30Code
8Vid2Avatar_Inner0.772NoVid2Avatar: 3D Avatar Reconstruction from Videos...2023-02-22Code
9ICON_Outer0.756YesICON: Implicit Clothed humans Obtained from Norm...2021-12-16Code
10SiTH_Inner0.755YesSiTH: Single-view Textured Human Reconstruction ...2023-11-27Code
11SelfRecon_Inner0.754NoSelfRecon: Self Reconstruction Your Digital Avat...2022-01-30Code
12ICON_Inner0.752YesICON: Implicit Clothed humans Obtained from Norm...2021-12-16Code
13SiTH_Outer0.749YesSiTH: Single-view Textured Human Reconstruction ...2023-11-27Code
14Vid2Avatar_Outer0.745NoVid2Avatar: 3D Avatar Reconstruction from Videos...2023-02-22Code
15PIFuHD_Outer0.743YesPIFuHD: Multi-Level Pixel-Aligned Implicit Funct...2020-04-01Code
16PIFuHD_Inner0.739YesPIFuHD: Multi-Level Pixel-Aligned Implicit Funct...2020-04-01Code
17ECON_Inner0.736YesECON: Explicit Clothed humans Optimized via Norm...2022-12-14Code
18ECON_Outer0.728YesECON: Explicit Clothed humans Optimized via Norm...2022-12-14Code
19PaMIR_Outer0.715YesPaMIR: Parametric Model-Conditioned Implicit Rep...2020-07-08Code
20PaMIR_Inner0.706YesPaMIR: Parametric Model-Conditioned Implicit Rep...2020-07-08Code
21PIFu_Outer0.697YesPIFu: Pixel-Aligned Implicit Function for High-R...2019-05-13Code
22PIFu_Inner0.69YesPIFu: Pixel-Aligned Implicit Function for High-R...2019-05-13Code