Skip to main content
. 2013 Feb 7;135(2):0210121–0210124. doi: 10.1115/1.4023255

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