Table 4:
Comparison of cross-domain performance to DISFA dataset for occurrence detection and intensity estimation.
Occurrence Detection |
Intensity Estimation |
|||||||
---|---|---|---|---|---|---|---|---|
Accuracy | 2AFC | F1 | ICC | |||||
|
|
|||||||
Our | [9] | Our | [9] | Our | [2] | Our | ||
AU01 | 0.932 | 0.838 | 0.714 | 0.660 | 0.475 | - | AU01 | 0.533 |
AU04 | 0.806 | 0.833 | 0.723 | 0.740 | 0.531 | - | AU04 | 0.560 |
AU06 | 0.860 | 0.703 | 0.758 | 0.870 | 0.567 | - | AU06 | 0.451 |
AU12 | 0.859 | 0.624 | 0.859 | 0.873 | 0.742 | 0.700 | AU12 | 0.747 |
AU15 | 0.823 | 0.752 | 0.671 | 0.617 | 0.253 | - | AU15 | - |
AU17 | 0.738 | 0.689 | 0.742 | 0.585 | 0.361 | 0.260 | AU17 | 0.319 |
| ||||||||
Mean | 0.836 | 0.740 | 0.745 | 0.724 | 0.488 | - | Mean | 0.522 |