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3D Human Pose Estimation On H3Wb

評価指標

MPJPE

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

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