Metric: MPJPE (higher is better)
| # | Model↕ | MPJPE▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Uncertainty-Aware Adaptation | 103.2 | No | Uncertainty-Aware Adaptation for Self-Supervised... | 2022-03-29 | - |
| 2 | PGNIS | 99.2 | No | Self-Supervised 3D Human Pose Estimation via Par... | 2020-04-09 | - |
| 3 | SVMAC | 98.3 | No | SVMAC: Unsupervised 3D Human Pose Estimation fro... | 2021-06-10 | - |
| 4 | Non-Local Latent Relation Distillation | 97.8 | No | Non-Local Latent Relation Distillation for Self-... | 2022-04-05 | - |
| 5 | Mask as Supervision | 95.9 | No | Mask as Supervision: Leveraging Unified Mask Inf... | 2023-12-12 | Code |
| 6 | ITES-TS | 85.3 | No | Invariant Teacher and Equivariant Student for Un... | 2020-12-17 | Code |
| 7 | HDVR | 82.1 | No | Unsupervised 3D Pose Estimation for Hierarchical... | 2021-09-19 | Code |
| 8 | CHOMP | 64.7 | No | Occluded Human Body Capture with Self-Supervised... | 2022-07-12 | Code |
| 9 | ElePose | 64 | No | ElePose: Unsupervised 3D Human Pose Estimation b... | 2021-12-14 | Code |