OpenCodePapers

3d-human-reconstruction-on-4d-dress

Reconstruction3D Human Reconstruction
Dataset Link
Results over time
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Leaderboard
PaperCodeChamfer (cm)Normal ConsistencyIoUModelNameReleaseDate
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks✓ Link0.9650.854 0.918SCANimate_Inner2021-04-07
X-Avatar: Expressive Human Avatars✓ Link1.0080.8610.954X-Avatar_Inner2023-03-08
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes✓ Link1.1580.8430.907SNARF_Inner2021-04-08
X-Avatar: Expressive Human Avatars✓ Link1.1770.8410.946X-Avatar_Outer2023-03-08
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks✓ Link1.2370.8280.912SCANimate_Outer2021-04-07
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes✓ Link1.2480.8270.930SNARF_Outer2021-04-08
SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion✓ Link2.1100.8240.755SiTH_Inner2023-11-27
SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion✓ Link2.3220.7940.749SiTH_Outer2023-11-27
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization✓ Link2.3930.7630.743PIFuHD_Outer2020-04-01
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization✓ Link2.4260.7930.739PIFuHD_Inner2020-04-01
ICON: Implicit Clothed humans Obtained from Normals✓ Link2.4730.7980.752ICON_Inner2021-12-16
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction✓ Link2.5200.8050.706PaMIR_Inner2020-07-08
ECON: Explicit Clothed humans Optimized via Normal integration✓ Link2.5430.7960.736ECON_Inner2022-12-14
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction✓ Link2.6080.7770.715PaMIR_Outer2020-07-08
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization✓ Link2.6960.7920.690PIFu_Inner2019-05-13
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization✓ Link2.7830.7590.697PIFu_Outer2019-05-13
ICON: Implicit Clothed humans Obtained from Normals✓ Link2.8320.7620.756ICON_Outer2021-12-16
ECON: Explicit Clothed humans Optimized via Normal integration✓ Link2.8520.7600.728ECON_Outer2022-12-14
Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition✓ Link2.8700.750 0.772Vid2Avatar_Inner2023-02-22
SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video✓ Link3.0140.7250.787SelfRecon_Outer2022-01-30
SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video✓ Link3.1800.7290.754SelfRecon_Inner2022-01-30
Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition✓ Link4.0270.6830.745Vid2Avatar_Outer2023-02-22