Pain intensity estimation on UNBC-McMaster Shoulder-Pain dataset 25-fold leave-one-subject-out (val)
0.389MAEl1 + l1 center loss
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| l1 + l1 center lossLoss=l1 + l1 center loss2017.02 | 0.389 | 0.82 | 0.603 | |
| smooth l1Loss=smooth l12017.02 | 0.416 | 1.06 | 0.524 | |
| smooth l1 + l2 center lossLoss=smooth l1 + l2 center loss2017.02 | 0.435 | 0.816 | 0.625 | |
| All Zeros (trivial solution)Note=baseline2017.02 | 0.438 | 1.353 | — | |
| smooth l1 + l1 center lossLoss=smooth l1 + l1 center loss2017.02 | 0.456 | 0.804 | 0.651 | |
| OSVR-l2Penalty=l22017.02 | 0.81 | — | 0.601 | |
| OSVR-l1Penalty=l12017.02 | 1.025 | — | 0.6 | |
| RCR2017.02 | — | 1.54 | 0.65 |