Human Pose Estimation on mmRadPose (test)
67.56MPJPE (mm)PULSE (KF)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PULSE (KF)Input=MF2026.05 | 67.56 | 59.19 | 11.7 | 5.4 | |
| PULSE (1F)Input=SF2026.05 | 68.83 | 60.8 | 12.9 | 6.5 | |
| PULSENumber of input frames (K)=1, Evaluation protocol=Cross-dataset generalization (HuPR to mmRadPose)2026.05 | 70.05 | — | 14.36 | — | |
| milliMambaInput=MF2026.05 | 72.34 | 65.77 | 14.26 | 12.4 | |
| MvDopplerInput=SF2026.05 | 74.17 | 67.5 | 14.28 | 13.2 | |
| mmDiffInput=MF2026.05 | 76.31 | 69.04 | 17.31 | 7.6 | |
| MvDopplerEvaluation protocol=Cross-dataset generalization (HuPR to mmRadPose)2026.05 | 77.09 | — | 17.63 | — | |
| HuPRModelInput=SF2026.05 | 77.84 | 70.33 | 15.02 | 17.7 | |
| RETRInput=SF2026.05 | 78.09 | 72.31 | 15.34 | 16.87 | |
| mmDiffNumber of input frames (K)=9, Evaluation protocol=Cross-dataset generalization (HuPR to mmRadPose)2026.05 | 83.64 | — | 23.71 | — | |
| HuPRModelEvaluation protocol=Cross-dataset generalization (HuPR to mmRadPose)2026.05 | 85.42 | — | 27.01 | — |