Pain Intensity Estimation on UNBC-McMaster
0.76Pearson Correlationpairwise comparative inference method
Evaluation results
| Method | Links | |
|---|---|---|
| pairwise comparative inference methodWindow Length=1sec2021.01 | 0.76 | |
| pairwise comparative inference method w/ contrastive trainingWindow Length=1sec2021.01 | 0.75 | |
| AFAR (mean subtracted)Window Length=1sec2021.01 | 0.71 | |
| pairwise comparative inference methodWindow Length=frame2021.01 | 0.71 | |
| pairwise comparative inference method w/ contrastive trainingWindow Length=frame2021.01 | 0.69 | |
| AFARWindow Length=1sec2021.01 | 0.68 | |
| pairwise comparative inference methodWindow Length=5sec2021.01 | 0.67 | |
| AFAR (mean subtracted)Window Length=frame2021.01 | 0.66 | |
| pairwise comparative inference method w/ contrastive trainingWindow Length=5sec2021.01 | 0.63 | |
| AFARWindow Length=frame2021.01 | 0.58 | |
| AFARWindow Length=5sec2021.01 | 0.57 | |
| AFAR (mean subtracted)Window Length=5sec2021.01 | 0.57 | |
| SVR with DCT featuresWindow Length=1sec2021.01 | 0.55 | |
| SVR with DCT featuresWindow Length=frame2021.01 | 0.5 | |
| VGG16+LSTMWindow Length=frame2021.01 | 0.48 | |
| VGG16+LSTMWindow Length=1sec2021.01 | 0.43 | |
| SVR with DCT featuresWindow Length=5sec2021.01 | 0.37 | |
| VGG16+LSTMWindow Length=5sec2021.01 | 0.27 |