3D on NYU Hands

Metric: Average 3D Error (lower is better)

LeaderboardDataset

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#	Model↕	Average 3D Error▲	Augmentations	Paper	Date↕	Code
1	Virtual View Selection	6.4	No	Efficient Virtual View Selection for 3D Hand Pos...	2022-03-29	Code
2	AWR	7.48	No	AWR: Adaptive Weighting Regression for 3D Hand P...	2020-07-19	Code
3	TriHorn-Net	7.68	No	TriHorn-Net: A Model for Accurate Depth-Based 3D...	2022-06-14	Code
4	DePOTR	7.85	No	-	-	Code
5	Teacher-Student	8.01	No	Pushing the Envelope for Depth-Based Semi-Superv...	2023-03-27	-
6	V2V-PoseNet	8.42	No	V2V-PoseNet: Voxel-to-Voxel Prediction Network f...	2017-11-20	Code
7	A2J Transformer	8.43	No	A2J-Transformer: Anchor-to-Joint Transformer Net...	2023-04-07	Code
8	HandFoldingNet	8.58	No	HandFoldingNet: A 3D Hand Pose Estimation Networ...	2021-08-12	Code
9	A2J	8.61	No	A2J: Anchor-to-Joint Regression Network for 3D A...	2019-08-27	Code
10	MuTr - Full-Scene Image	8.71	No	-	-	Code
11	PixelwiseRegression	9.173	No	Pixel-wise Regression: 3D Hand Pose Estimation v...	2019-05-06	Code
12	SHPR-Net	9.37	Yes	-	-	-
13	Dense Pixel-wise Estimation	10.2	No	Dense 3D Regression for Hand Pose Estimation	2017-11-24	Code
14	Pose-REN	11.8	No	Pose Guided Structured Region Ensemble Network f...	2017-08-11	Code
15	DeepPrior++	12.3	No	DeepPrior++: Improving Fast and Accurate 3D Hand...	2017-08-28	Code
16	REN	12.7	No	Region Ensemble Network: Improving Convolutional...	2017-02-08	-
17	REN	15.6	No	Towards Good Practices for Deep 3D Hand Pose Est...	2017-07-23	-

#1Virtual View SelectionSOTA
6.4
Average 3D Error· 2022-03-29
Efficient Virtual View Selection for 3D Hand Pose Estimation Code
#2AWRSOTA
7.48
Average 3D Error· 2020-07-19
AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation Code
#3TriHorn-Net
7.68
Average 3D Error· 2022-06-14
TriHorn-Net: A Model for Accurate Depth-Based 3D Hand Pose Estimation Code
#4DePOTR
7.85
Average 3D Error
No paperCode
#5Teacher-Student
8.01
Average 3D Error· 2023-03-27
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training
#6V2V-PoseNetSOTA
8.42
Average 3D Error· 2017-11-20
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map Code
#7A2J Transformer
8.43
Average 3D Error· 2023-04-07
A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image Code
#8HandFoldingNet
8.58
Average 3D Error· 2021-08-12
HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton Code
#9A2J
8.61
Average 3D Error· 2019-08-27
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image Code
#10MuTr - Full-Scene Image
8.71
Average 3D Error
No paperCode
#11PixelwiseRegression
9.173
Average 3D Error· 2019-05-06
Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder Code
#12SHPR-Net
9.37
Average 3D Error· Augmentations
No paper
#13Dense Pixel-wise Estimation
10.2
Average 3D Error· 2017-11-24
Dense 3D Regression for Hand Pose Estimation Code
#14Pose-RENSOTA
11.8
Average 3D Error· 2017-08-11
Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation Code
#15DeepPrior++
12.3
Average 3D Error· 2017-08-28
DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation Code
#16RENSOTA
12.7
Average 3D Error· 2017-02-08
Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation
#17REN
15.6
Average 3D Error· 2017-07-23
Towards Good Practices for Deep 3D Hand Pose Estimation