SLP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| In-bed human mesh recovery | SLP (test) | MPJPE50.81 | 24 | |
| Pressure Synthesis | SLP (test) | MSE (Ucov)0.4817 | 18 | |
| Uncertainty Estimation and Regression | SLP full | RMSE515 | 6 | |
| Body-Mass Estimation | SLP (test) | Mass Error (Measured - Predicted)2.56 | 6 | |
| Transductive Cognitive Diagnosis | SLP-Math | AUC82.37 | 4 | |
| Cognitive Diagnosis | SLP* CHI to Math | AUC78.74 | 4 | |
| Posture Estimation | SLP 203k (test) | IoU (Ucov)66.75 | 4 | |
| In-bed human mesh recovery | SLP Cover 2 (test) | MPJPE52.65 | 4 | |
| 2D Human Pose Estimation | SLP (All Covers) | Depth Error25.11 | 4 | |
| 2D Human Pose Estimation | SLP (Cover2) | Depth Error21.27 | 4 | |
| 2D Human Pose Estimation | SLP (Cover1) | Depth Error19.63 | 4 | |
| 2D Human Pose Estimation | SLP (Nocover) | Depth Error34.43 | 4 | |
| 3D human pose and shape estimation | SLP All Covers | Aligned Depth Error (Depth modality, mm)36 | 4 | |
| 3D human pose and shape estimation | SLP Cover2 | Aligned Depth Error (Depth, mm)37.26 | 4 | |
| 3D human pose and shape estimation | SLP Cover1 | Aligned Depth Error (Depth Modality)36.87 | 4 | |
| 3D human pose and shape estimation | SLP Nocover | Aligned Depth Error (Depth, mm)33.87 | 4 | |
| Cognitive Diagnosis | SLP (cross-subject) | AUC81.2 | 2 |
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