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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
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
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
Novel Pose SynthesisInterHand Interacting hands → Interacting hands 2.6M (test)
PSNR24.8599
4
Hand Avatar RenderingInterHand2.6M Inter. (test)
PSNR28.25
3
Hand RenderingInterHand2.6M
PSNR31.16
3
Ablation Study (Novel Pose Synthesis)InterHand Depth Supervision Ablation 2.6M (test)
PSNR30.9256
3
Hand Avatar RenderingInterHand2.6M Capture0 (val)
LPIPS0.1062
3
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