Pain Intensity Estimation on Older Adult Control
0.95Pearson CorrelationSecond rater
Evaluation Results
| Method | Links | |
|---|---|---|
| Second raterWindow Length=20sec2021.01 | 0.95 | |
| Second raterWindow Length=5sec2021.01 | 0.94 | |
| Second raterWindow Length=1sec2021.01 | 0.92 | |
| Second raterWindow Length=frame2021.01 | 0.91 | |
| pairwise comparative inference method w/ contrastive trainingWindow Length=20sec2021.01 | 0.7 | |
| pairwise comparative inference method w/ contrastive trainingWindow Length=5sec2021.01 | 0.69 | |
| pairwise comparative inference methodWindow Length=20sec2021.01 | 0.68 | |
| pairwise comparative inference methodWindow Length=5sec2021.01 | 0.63 | |
| AFAR (mean subtracted)Window Length=5sec2021.01 | 0.62 | |
| pairwise comparative inference method w/ contrastive trainingWindow Length=1sec2021.01 | 0.62 | |
| AFARWindow Length=20sec2021.01 | 0.59 | |
| AFAR (mean subtracted)Window Length=20sec2021.01 | 0.59 | |
| pairwise comparative inference methodWindow Length=1sec2021.01 | 0.59 | |
| AFAR (mean subtracted)Window Length=1sec2021.01 | 0.58 | |
| pairwise comparative inference methodWindow Length=frame2021.01 | 0.58 | |
| pairwise comparative inference method w/ contrastive trainingWindow Length=frame2021.01 | 0.58 | |
| AFARWindow Length=5sec2021.01 | 0.56 | |
| AFAR (mean subtracted)Window Length=frame2021.01 | 0.5 | |
| AFARWindow Length=1sec2021.01 | 0.45 | |
| SVR with DCT featuresWindow Length=20sec2021.01 | 0.36 | |
| AFARWindow Length=frame2021.01 | 0.32 | |
| SVR with DCT featuresWindow Length=5sec2021.01 | 0.29 | |
| SVR with DCT featuresWindow Length=1sec2021.01 | 0.22 | |
| VGG16+LSTMWindow Length=5sec2021.01 | 0.22 | |
| VGG16+LSTMWindow Length=20sec2021.01 | 0.22 | |
| OpenFaceWindow Length=1sec2021.01 | 0.2 | |
| OpenFaceWindow Length=5sec2021.01 | 0.2 | |
| VGG16+LSTMWindow Length=frame2021.01 | 0.2 | |
| VGG16+LSTMWindow Length=1sec2021.01 | 0.2 | |
| SVR with DCT featuresWindow Length=frame2021.01 | 0.18 | |
| OpenFaceWindow Length=frame2021.01 | 0.18 | |
| OpenFaceWindow Length=20sec2021.01 | 0.12 |