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CMU Panoptic

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multi-person 3D Human Pose EstimationCMU Panoptic
MPJPE (Mean) [mm]10
42
Multi-person 3D Human Pose EstimationCMU Panoptic (test)
MPJPE (Average)15.76
22
3D Human Pose EstimationCMU Panoptic
Mean MPJPE13.7
18
3D Human Pose EstimationCMU Panoptic (test)
MPJPE53.8
15
3D Human Pose EstimationCMU Panoptic JLT+15 (test)
MPJPE13.98
14
3D Human Pose EstimationCMU Panoptic 18
Haggling MPJPE50.9
14
Dynamic Surface ReconstructionCMU Panoptic (Pizza1)
Accuracy18.3
12
Dynamic Surface ReconstructionCMU Panoptic Haggling b2
Accuracy13.7
12
Dynamic Surface ReconstructionCMU Panoptic (Ian3)
Accuracy21.8
12
Dynamic Surface ReconstructionCMU Panoptic (Band1)
Accuracy17.1
12
3D Human Pose EstimationCMU Panoptic Average K=1-7 CMU0 (test)
AP@2584.8
10
Head Pose EstimationCMU Panoptic (test)
Yaw6.77
9
Human Mesh RecoveryCMU-Panoptic 22
Haggl97.2
8
3D Multi-person Pose Estimation (In-domain)CMU Panoptic 17 (test)
MPJPE15.8
7
3D Keypoints EstimationCMU Panoptic conventional (test)
MPJPE (mm)15.7
7
Head Pose EstimationCMU Panoptic
Mean GE7.45
6
3D Multi-person Pose EstimationCMU Panoptic
MPJPE (mm)15.66
6
3D Human Pose EstimationCMU-Panoptic 20 (test)
Haggl. Error109.6
6
3D Human Pose EstimationCMU Panoptic 17-subset (val)
MPJPE13.7
6
Point Cloud CorrespondenceCMU-Panoptic
Error3.2
5
Novel View SynthesisCMU Panoptic 960x540 (p3)
PSNR29.38
5
Novel View SynthesisCMU Panoptic 960x540 (p2)
PSNR28.78
5
Novel View SynthesisCMU Panoptic 960x540 (p1)
PSNR30.38
5
3D Human Pose EstimationCMU Panoptic CMU4 (test)
AP@0.2594.2
5
3D Human Pose EstimationCMU Panoptic CMU3 (test)
AP@0.2559.5
5
Showing 25 of 35 rows