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3D Human Pose Estimation On H3Wb

评估指标

MPJPE

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
CanonPose264.4H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
SimpleBaseline252.0H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
CanonPose193.7H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
SHN + SimpleBaseline189.6H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
CanonPose + 3D supervision155.9H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Resnet50151.6H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
CPN + Jointformer142.8H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Large SimpleBaseline131.6H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
SimpleBaseline125.7H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
CanonPose + 3D supervision117.5H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Large SimpleBaseline112.6H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Jointformer103.0H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Jointformer84.9H3WB: Human3.6M 3D WholeBody Dataset and Benchmark
Jointformer-flip63.0Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation
3D-LFM60.833D-LFM: Lifting Foundation Model
RTMW3D-x57RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation
SemGAN45.393D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information-
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3D Human Pose Estimation On H3Wb | SOTA | HyperAI超神经