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SotA/Methodology/3D/AGORA

3D on AGORA

Metric: B-MVE (higher is better)

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#Model↕B-MVE▼AugmentationsPaperDate↕Code
1SMPLify-X187NoExpressive Body Capture: 3D Hands, Face, and Bod...2019-04-11Code
2HMR173.6NoEnd-to-end Recovery of Human Shape and Pose2017-12-18Code
3HMR173.6NoEnd-to-end Recovery of Human Shape and Pose2017-12-18Code
4SPIN168.7NoLearning to Reconstruct 3D Human Pose and Shape ...2019-09-27Code
5SPIN168.7NoLearning to Reconstruct 3D Human Pose and Shape ...2019-09-27Code
6ExPose151.5NoMonocular Expressive Body Regression through Bod...2020-08-20Code
7PIXIE142.2NoCollaborative Regression of Expressive Bodies us...2021-05-11Code
8PARE140.9NoPARE: Part Attention Regressor for 3D Human Body...2021-04-17Code
9PARE140.9NoPARE: Part Attention Regressor for 3D Human Body...2021-04-17Code
10SPEC106.5NoSPEC: Seeing People in the Wild with an Estimate...2021-10-01Code
11SPEC106.5NoSPEC: Seeing People in the Wild with an Estimate...2021-10-01Code
12Multi-Person 3D Pose and Shape Estimationvia Inverse Kinematics and Refinement86.7NoMulti-Person 3D Pose and Shape Estimation via In...2022-10-24Code
13PyMAF-X84YesPyMAF-X: Towards Well-aligned Full-body Model Re...2022-07-13Code
14PyMAF78.6YesPyMAF: 3D Human Pose and Shape Regression with P...2021-03-30Code
15HybrIK73.9NoHybrIK-X: Hybrid Analytical-Neural Inverse Kinem...2023-04-12Code
16HybrIK-X68.5NoHybrIK-X: Hybrid Analytical-Neural Inverse Kinem...2023-04-12Code
17NIKI (Twist-and-Swing)63.9NoNIKI: Neural Inverse Kinematics with Invertible ...2023-05-15Code
18W-HMR63.4YesW-HMR: Monocular Human Mesh Recovery in World Sp...2023-11-29Code