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InterHand

Benchmarks

Task NameDataset NameSOTA ResultTrend
Hand ReconstructionInterHand 2.6M (test)
MPJPE7.41
29
Novel Pose SynthesisInterHand Single hand → Single hand 2.6M (test)
PSNR32.7036
18
3D Interacting Hand Pose EstimationInterHand2.6M (test)
MPJPE (All)3.7
15
Color reconstructionInterHand2.6M
PSNR28.59
15
Hand Avatar RenderingInterHand2.6M Capture0 (val)
LPIPS0.092
13
Interacting Hand ReconstructionInterhand2.6M 30fps v1.0
Acceleration Error (Accel_E)2.81
10
3D Hand Pose and Shape EstimationInterHand 5fps 2.6M (test)
MPJPE5.36
10
Interacting Hand ReconstructionInterhand2.6m 5fps (test)
MPJPE5.93
9
Novel View SynthesisInterHand2.6M (Interacting hands) (test)
PSNR30.7571
9
Appearance ReconstructionInterHand2.6M (test)
L1 Loss0.0101
8
3D Hand Mesh RecoveryInterHand2.6M 5 FPS (test)
MPJPE (mm)10.49
8
Hand ReconstructionInterHand2.6M 30 fps
MPJPE7.94
7
Hand Pose EstimationInterHand2.6M
MPJPE (Single Hand)9.1
7
3D Hand Pose EstimationInterHand2.6M v1.0 (test)
MPJPE8.79
7
Novel Pose SynthesisInterHand Single hand → Interacting hands 2.6M (test)
PSNR26.5207
6
Interacting 3D hand pose estimationInterHand2.6M initial release (test)
MPJPE14.27
6
Interacting 3D hand pose estimationInterHand2.6M initial release (val)
MPJPE16.72
6
Single-hand 3D Pose EstimationInterHand2.6M single-hand (test)
MPJPE4.84
5
Novel View SynthesisInterHand2.6M capture0 (test)
PSNR26.14
5
3D Hand Pose EstimationInterHand 2.6M (test)
MPVPE (Single Hand)4.81
5
Ablation Study (Novel Pose Synthesis)InterHand Distillation & Renderer Ablation 2.6M (test)
PSNR33.0204
5
Pose EstimationInterHand 2.6M
AUC87.1
4
Novel Pose SynthesisInterHand2.6M capture0 (test)
PSNR26.56
4
Novel Pose ReconstructionInterHand 2.6M (test)
L1 Error0.0223
4
3D Hand ReconstructionInterHand2.6M
MPJPE13.25
4
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