Pose Estimation on ICVL Hands

Metric: Average 3D Error (lower is better)

LeaderboardDataset

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Results

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#	Model↕	Average 3D Error▲	Extra Data	Paper	Date↕	Code
1	Virtual View Selection	4.79	No	Efficient Virtual View Selection for 3D Hand Pos...	2022-03-29	Code
2	TriHorn-Net	5.73	No	TriHorn-Net: A Model for Accurate Depth-Based 3D...	2022-06-14	Code
3	HandFoldingNet	5.95	No	HandFoldingNet: A 3D Hand Pose Estimation Networ...	2021-08-12	Code
4	AWR	5.98	No	AWR: Adaptive Weighting Regression for 3D Hand P...	2020-07-19	Code
5	DePOTR	5.98	No	-	-	Code
6	Teacher-Student	5.99	No	Pushing the Envelope for Depth-Based Semi-Superv...	2023-03-27	-
7	PixelwiseRegression	6.152	No	Pixel-wise Regression: 3D Hand Pose Estimation v...	2019-05-06	Code
8	V2V-PoseNet	6.28	No	V2V-PoseNet: Voxel-to-Voxel Prediction Network f...	2017-11-20	Code
9	A2J	6.461	No	A2J: Anchor-to-Joint Regression Network for 3D A...	2019-08-27	Code
10	Pose-REN	6.8	No	Pose Guided Structured Region Ensemble Network f...	2017-08-11	Code
11	SHPR-Net	7.22	No	-	-	-
12	Dense Pixel-wise Estimation	7.3	No	Dense 3D Regression for Hand Pose Estimation	2017-11-24	Code
13	Tree Region Ensemble Network	7.31	No	Towards Good Practices for Deep 3D Hand Pose Est...	2017-07-23	-
14	REN	7.5	No	Region Ensemble Network: Improving Convolutional...	2017-02-08	-
15	DeepPrior++	8.1	No	DeepPrior++: Improving Fast and Accurate 3D Hand...	2017-08-28	Code

#1Virtual View SelectionSOTA
4.79
Average 3D Error· 2022-03-29
Efficient Virtual View Selection for 3D Hand Pose Estimation Code
#2TriHorn-Net
5.73
Average 3D Error· 2022-06-14
TriHorn-Net: A Model for Accurate Depth-Based 3D Hand Pose Estimation Code
#3HandFoldingNetSOTA
5.95
Average 3D Error· 2021-08-12
HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton Code
#4AWRSOTA
5.98
Average 3D Error· 2020-07-19
AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation Code
#5DePOTR
5.98
Average 3D Error
No paperCode
#6Teacher-Student
5.99
Average 3D Error· 2023-03-27
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training
#7PixelwiseRegressionSOTA
6.152
Average 3D Error· 2019-05-06
Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder Code
#8V2V-PoseNetSOTA
6.28
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
#9A2J
6.461
Average 3D Error· 2019-08-27
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image Code
#10Pose-RENSOTA
6.8
Average 3D Error· 2017-08-11
Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation Code
#11SHPR-Net
7.22
Average 3D Error
No paper
#12Dense Pixel-wise Estimation
7.3
Average 3D Error· 2017-11-24
Dense 3D Regression for Hand Pose Estimation Code
#13Tree Region Ensemble NetworkSOTA
7.31
Average 3D Error· 2017-07-23
Towards Good Practices for Deep 3D Hand Pose Estimation
#14RENSOTA
7.5
Average 3D Error· 2017-02-08
Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation
#15DeepPrior++
8.1
Average 3D Error· 2017-08-28
DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation Code