3D Hand Pose Estimation on FreiHAND

Metric: PA-F@5mm (higher is better)

LeaderboardDataset

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Results

#	Model↕	PA-F@5mm▼	Extra Data	Paper	Date↕	Code
1	WiLoR	0.825	No	WiLoR: End-to-end 3D Hand Localization and Recon...	2024-09-18	Code
2	ExtPose	0.823	No	-	-	-
3	HandOS	0.812	No	HandOS: 3D Hand Reconstruction in One Stage	2024-12-02	-
4	Hamba	0.806	No	Hamba: Single-view 3D Hand Reconstruction with G...	2024-07-12	Code
5	MaskHand	0.801	No	MMHMR: Generative Masked Modeling for Hand Mesh ...	2024-12-18	-
6	HaMeR	0.785	No	Reconstructing Hands in 3D with Transformers	2023-12-08	Code
7	MobRecon	0.784	No	MobRecon: Mobile-Friendly Hand Mesh Reconstructi...	2021-12-06	Code
8	Zhou et al.	0.772	No	A Simple Baseline for Efficient Hand Mesh Recons...	2024-03-04	Code
9	AMVUR	0.767	No	A Probabilistic Attention Model with Occlusion-a...	2023-04-27	Code
10	MeshGraphormer	0.764	No	Mesh Graphormer	2021-04-01	Code
11	Deformer	0.743	No	-	-	Code
12	METRO	0.731	No	End-to-End Human Pose and Mesh Reconstruction wi...	2020-12-17	Code
13	SAR	0.724	No	-	-	-
14	Tang et al.	0.724	No	Towards Accurate Alignment in Real-time 3D Hand-...	2021-09-03	-
15	FastViT-MA36	0.722	No	FastViT: A Fast Hybrid Vision Transformer using ...	2023-03-24	Code
16	PointHMR	0.72	No	Sampling is Matter: Point-guided 3D Human Mesh R...	2023-04-19	Code
17	CMR	0.715	No	Camera-Space Hand Mesh Recovery via Semantic Agg...	2021-03-04	Code
18	I2UV-HandNet	0.707	No	I2UV-HandNet: Image-to-UV Prediction Network for...	2021-02-07	-
19	HIU-DMTL	0.699	No	Hand Image Understanding via Deep Multi-Task Lea...	2021-07-24	Code
20	FastMETRO	0.687	No	Cross-Attention of Disentangled Modalities for 3...	2022-07-27	Code
21	I2L-MeshNet	0.681	No	I2L-MeshNet: Image-to-Lixel Prediction Network f...	2020-08-09	Code
22	Pose2Mesh	0.674	No	Pose2Mesh: Graph Convolutional Network for 3D Hu...	2020-08-20	Code
23	Hand4Whole	0.664	No	Accurate 3D Hand Pose Estimation for Whole-Body ...	2020-11-23	Code
24	YoutubeHand	0.614	No	Weakly-Supervised Mesh-Convolutional Hand Recons...	2020-04-04	Code
25	Zimmermann et al.	0.529	No	FreiHAND: A Dataset for Markerless Capture of Ha...	2019-09-10	-
26	MANO CNN	0.516	No	FreiHAND: A Dataset for Markerless Capture of Ha...	2019-09-10	-
27	ExPose (hand sub-network h)	0.484	No	Monocular Expressive Body Regression through Bod...	2020-08-20	Code
28	PIXIE hand expert	0.468	No	Collaborative Regression of Expressive Bodies us...	2021-05-11	Code
29	Hasson et al.	0.436	No	Learning joint reconstruction of hands and manip...	2019-04-11	Code
30	Boukhayma et al.	0.435	No	3D Hand Shape and Pose from Images in the Wild	2019-02-09	Code