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SotA/Methodology/3D/H3WB

3D on H3WB

Metric: Average MPJPE (mm) (higher is better)

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#Model↕Average MPJPE (mm)▼AugmentationsPaperDate↕Code
1SimpleBaseline83.4NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
2SHN + SimpleBaseline64.3NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
3Resnet5063.1NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
4CPN + Jointformer56.9NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
5CanonPose56.2NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
6Jointformer53.5NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
7CanonPose48.9NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
8CanonPose + 3D supervision47.4NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
9Large SimpleBaseline44.8NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
10Jointformer43.7NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
11SimpleBaseline42.5NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
12CanonPose + 3D supervision38.3NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
13SimpleBaseline34NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
14SHN + SimpleBaseline32.5NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
15CanonPose31.9NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
16Large SimpleBaseline31.7NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
173D-LFM28.22No3D-LFM: Lifting Foundation Model2023-12-19Code
18SemGAN27.77No3D WholeBody Pose Estimation based on Semantic G...2024-06-03-
19Resnet5026.3NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
20CanonPose24.6NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
21SimpleBaseline24.6NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
22CanonPose + 3D supervision22.2NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
23CPN + Jointformer20.7NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
24Large SimpleBaseline19.8NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
25Jointformer19.8NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
26CanonPose + 3D supervision17.9NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
27Jointformer17.8NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
28SemGAN15.95No3D WholeBody Pose Estimation based on Semantic G...2024-06-03-
29Large SimpleBaseline14.6NoH3WB: Human3.6M 3D WholeBody Dataset and Benchmark2022-11-28Code
303D-LFM10.44No3D-LFM: Lifting Foundation Model2023-12-19Code