Hand Pose Estimation on FreiHAND

Metric: PA-MPJPE (higher is better)

LeaderboardDataset

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Results

#	Model↕	PA-MPJPE▼	Extra Data	Paper	Date↕	Code
1	DetNet	15.7	No	Monocular Real-time Full Body Capture with Inter...	2020-12-11	-
2	ExPose (hand sub-network h)	12.2	No	Monocular Expressive Body Regression through Bod...	2020-08-20	Code
3	PIXIE hand expert	12	No	Collaborative Regression of Expressive Bodies us...	2021-05-11	Code
4	MANO CNN	11	No	FreiHAND: A Dataset for Markerless Capture of Ha...	2019-09-10	-
5	YoutubeHand	8.4	No	Weakly-Supervised Mesh-Convolutional Hand Recons...	2020-04-04	Code
6	Hand4Whole	7.7	No	Accurate 3D Hand Pose Estimation for Whole-Body ...	2020-11-23	Code
7	Pose2Mesh	7.7	No	Pose2Mesh: Graph Convolutional Network for 3D Hu...	2020-08-20	Code
8	I2L-MeshNet	7.4	No	I2L-MeshNet: Image-to-Lixel Prediction Network f...	2020-08-09	Code
9	HIU-DMTL	7.1	No	Hand Image Understanding via Deep Multi-Task Lea...	2021-07-24	Code
10	CMR	6.9	No	Camera-Space Hand Mesh Recovery via Semantic Agg...	2021-03-04	Code
11	Tang et al.	6.7	No	Towards Accurate Alignment in Real-time 3D Hand-...	2021-09-03	-
12	I2UV-HandNet	6.7	No	I2UV-HandNet: Image-to-UV Prediction Network for...	2021-02-07	-
13	FastViT-MA36	6.6	No	FastViT: A Fast Hybrid Vision Transformer using ...	2023-03-24	Code
14	PeCLR	6.6	No	PeCLR: Self-Supervised 3D Hand Pose Estimation f...	2021-06-10	Code
15	METRO	6.5	No	End-to-End Human Pose and Mesh Reconstruction wi...	2020-12-17	Code
16	FastMETRO	6.5	No	Cross-Attention of Disentangled Modalities for 3...	2022-07-27	Code
17	SAR	6.3	No	-	-	-
18	AMVUR	6.2	No	A Probabilistic Attention Model with Occlusion-a...	2023-04-27	Code
19	Deformer	6.2	No	-	-	Code
20	PointHMR	6.1	No	Sampling is Matter: Point-guided 3D Human Mesh R...	2023-04-19	Code
21	HaMeR	6	No	Reconstructing Hands in 3D with Transformers	2023-12-08	Code
22	MeshGraphormer	5.9	No	Mesh Graphormer	2021-04-01	Code
23	HHMR	5.8	No	HHMR: Holistic Hand Mesh Recovery by Enhancing t...	2024-06-03	-
24	Hamba	5.7	No	Hamba: Single-view 3D Hand Reconstruction with G...	2024-07-12	Code
25	MobRecon	5.7	No	MobRecon: Mobile-Friendly Hand Mesh Reconstructi...	2021-12-06	Code
26	Zhou et al.	5.7	No	A Simple Baseline for Efficient Hand Mesh Recons...	2024-03-04	Code
27	WiLoR	5.5	No	WiLoR: End-to-end 3D Hand Localization and Recon...	2024-09-18	Code
28	MaskHand	5.5	No	MMHMR: Generative Masked Modeling for Hand Mesh ...	2024-12-18	-
29	HandOS	5	No	HandOS: 3D Hand Reconstruction in One Stage	2024-12-02	-
30	ExtPose	4.9	No	-	-	-