Pain Classification on Dementia
0.74F1 (frame)Second rater
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Second rater2021.01 | 0.74 | 0.77 | 0.82 | 0.87 | |
| Pairwise (ours)2021.01 | 0.3 | 0.35 | 0.36 | 0.64 | |
| Pairwise w/ contrastive training (ours)2021.01 | 0.3 | 0.38 | 0.42 | 0.63 | |
| AFAR (mean subtracted)2021.01 | 0.23 | 0.27 | 0.35 | 0.52 | |
| AFAR2021.01 | 0.2 | 0.28 | 0.45 | 0.58 | |
| VGG16+LSTM2021.01 | 0.19 | 0.24 | 0.23 | 0.43 | |
| OpenFace2021.01 | 0.18 | 0.21 | 0.36 | 0.64 | |
| SVR with DCT features2021.01 | 0.14 | 0.22 | 0.32 | 0.47 |