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SOTA
3D-Mensch-Pose-Schätzung
3D Human Pose Estimation On H3Wb
3D Human Pose Estimation On H3Wb
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MPJPE
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Columns
Modellname
MPJPE
Paper Title
Repository
RTMW3D-x
57
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation
CanonPose
193.7
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
CPN + Jointformer
142.8
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Jointformer
103.0
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Large SimpleBaseline
131.6
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
CanonPose
264.4
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
3D-LFM
60.83
3D-LFM: Lifting Foundation Model
CanonPose + 3D supervision
155.9
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Large SimpleBaseline
112.6
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Jointformer-flip
63.0
Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation
CanonPose + 3D supervision
117.5
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
SemGAN
45.39
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information
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Resnet50
151.6
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
SimpleBaseline
252.0
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Jointformer
84.9
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
SHN + SimpleBaseline
189.6
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
SimpleBaseline
125.7
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
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3D Human Pose Estimation On H3Wb | SOTA | HyperAI