Medial knee JRF Prediction 벤치마크
Medial knee JRF Prediction on Grand Challenge Competition - in Vivo Knee Loads
RMSE (Subject-naïve) 낮을수록 좋음
- 2018-12-13 — IMP - Force plate and kinematic data: RMSE (Subject-naïve) 216.0
| Rank | Model | RMSE (Subject-naïve) | RMSE (Subject-exposed) | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | IMP - Force plate and kinematic data | 216 ± 136 | 186 ± 207 | Deep Learning for Musculoskeletal Force Prediction | 2018 | |
| 2 | IMP - Kinematic data only | 247 ± 119 | 212 ± 213 | Deep Learning for Musculoskeletal Force Prediction | 2018 | |
| 3 | IMP - Force plate data only | 291 ± 132 | 268 ± 206 | Deep Learning for Musculoskeletal Force Prediction | 2018 | |
| 4 | IMP - Force plate and kinematic data | 216 ± 136 | 186 ± 207 | Deep Learning for Musculoskeletal Force Prediction | 2018 | |
| 5 | IMP - Kinematic data only | 247 ± 119 | 212 ± 213 | Deep Learning for Musculoskeletal Force Prediction | 2018 | |
| 6 | IMP - Force plate data only | 291 ± 132 | 268 ± 206 | Deep Learning for Musculoskeletal Force Prediction | 2018 |