3D on AGORA

Metric: B-NMJE (higher is better)

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#	Model↕	B-NMJE▼	Augmentations	Paper	Date↕	Code
1	SMPLify-X	256.5	No	Expressive Body Capture: 3D Hands, Face, and Bod...	2019-04-11	Code
2	HMR	226	No	End-to-end Recovery of Human Shape and Pose	2017-12-18	Code
3	HMR	226	No	End-to-end Recovery of Human Shape and Pose	2017-12-18	Code
4	SPIN	223.1	No	Learning to Reconstruct 3D Human Pose and Shape ...	2019-09-27	Code
5	SPIN	223.1	No	Learning to Reconstruct 3D Human Pose and Shape ...	2019-09-27	Code
6	ExPose	183.4	No	Monocular Expressive Body Regression through Bod...	2020-08-20	Code
7	PARE	174	No	PARE: Part Attention Regressor for 3D Human Body...	2021-04-17	Code
8	PARE	174	No	PARE: Part Attention Regressor for 3D Human Body...	2021-04-17	Code
9	PIXIE	171.1	No	Collaborative Regression of Expressive Bodies us...	2021-05-11	Code
10	SPEC	133.7	No	SPEC: Seeing People in the Wild with an Estimate...	2021-10-01	Code
11	SPEC	133.7	No	SPEC: Seeing People in the Wild with an Estimate...	2021-10-01	Code
12	Multi-Person 3D Pose and Shape Estimationvia Inverse Kinematics and Refinement	110.4	No	Multi-Person 3D Pose and Shape Estimation via In...	2022-10-24	Code
13	PyMAF-X	93.5	Yes	PyMAF-X: Towards Well-aligned Full-body Model Re...	2022-07-13	Code
14	PyMAF	92.6	Yes	PyMAF: 3D Human Pose and Shape Regression with P...	2021-03-30	Code
15	HybrIK	84.6	No	HybrIK-X: Hybrid Analytical-Neural Inverse Kinem...	2023-04-12	Code
16	W-HMR	75.4	Yes	W-HMR: Monocular Human Mesh Recovery in World Sp...	2023-11-29	Code
17	NIKI (Twist-and-Swing)	74	No	NIKI: Neural Inverse Kinematics with Invertible ...	2023-05-15	Code
18	HybrIK-X	72.3	No	HybrIK-X: Hybrid Analytical-Neural Inverse Kinem...	2023-04-12	Code