Table 2.
Root-mean-square errors (RMSE) and R2 values for medial, lateral, and total contact forces over the gait cycle for the two trials selected for each competition. Calculations compare contact force predictions submitted by competitors with experimentally measured contact forces. Average RMSE and R2 values for both trials are also presented. In 2012, competitors were asked to submit both blinded and unblinded predictions, and the judges selected two co-winners (2012a and 2012b). The lowest RMSE and highest R2 values for medial, lateral, and total contact force are highlighted in bold text for the blinded predictions for each trial and the average.
2010 [5] (Blinded) | 2011 [6] (Blinded) | 2012a [7] (Blinded) | 2012a [7] (Unblinded) | 2012b [8] (Blinded) | 2012b [8] (Unblinded) | |||
---|---|---|---|---|---|---|---|---|
Trial 1 | Medial Force (N) | RMSE | 213 | 293 | 237 | 130 | 285 | 216 |
R2 | 0.82 | 0.58 | 0.91 | 0.95 | 0.87 | 0.88 | ||
Lateral Force (N) | RMSE | 259 | 217 | 144 | 173 | 243 | 112 | |
R2 | 0.10 | 0.47 | 0.44 | 0.03 | 0.46 | 0.45 | ||
Total Force (N) | RMSE | 404 | 335 | 268 | 262 | 262 | 275 | |
R2 | 0.70 | 0.69 | 0.89 | 0.84 | 0.85 | 0.82 | ||
Trial 2 | Medial Force (N) | RMSE | 246 | 330 | 351 | 291 | 330 | 242 |
R2 | 0.81 | 0.43 | 0.73 | 0.83 | 0.80 | 0.91 | ||
Lateral Force (N) | RMSE | 393 | 384 | 332 | 288 | 241 | 198 | |
R2 | 0.05 | 0.14 | 0.66 | 0.54 | 0.70 | 0.88 | ||
Total Force (N) | RMSE | 477 | 530 | 608 | 529 | 483 | 285 | |
R2 | 0.76 | 0.45 | 0.73 | 0.77 | 0.80 | 0.94 | ||
Average | Medial Force (N) | RMSE | 229 | 312 | 294 | 210 | 308 | 229 |
R2 | 0.82 | 0.50 | 0.82 | 0.89 | 0.83 | 0.89 | ||
LateralForce (N) | RMSE | 326 | 301 | 238 | 231 | 242 | 155 | |
R2 | 0.08 | 0.30 | 0.55 | 0.29 | 0.58 | 0.66 | ||
Total Force (N) | RMSE | 440 | 432 | 438 | 395 | 372 | 280 | |
R2 | 0.73 | 0.57 | 0.81 | 0.81 | 0.82 | 0.88 |