Emotion Regression on AVEC
0.168Valence MAEBiDialogueRNN+Att
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| BiDialogueRNN+Attbidirectional=true, attention=true2018.11 | 0.168 | 0.35 | 0.165 | 0.59 | 0.175 | 0.37 | 7.9 | 0.37 | |
| DialogueRNN+Attattention=true2018.11 | 0.173 | 0.35 | 0.168 | 0.55 | 0.177 | 0.37 | 7.91 | 0.35 | |
| BiDialogueRNNbidirectional=true2018.11 | 0.181 | 0.3 | 0.198 | 0.34 | 0.187 | 0.34 | 8.14 | 0.32 | |
| DialogueRNNvariant=12018.11 | 0.188 | 0.28 | 0.201 | 0.36 | 0.188 | 0.32 | 8.19 | 0.31 | |
| c-LSTM+attattention=true2018.11 | 0.189 | 0.16 | 0.213 | 0.25 | 0.19 | 0.24 | 8.67 | 0.1 | |
| DialogueRNNvariant=22018.11 | 0.189 | 0.27 | 0.203 | 0.33 | 0.188 | 0.3 | 8.21 | 0.3 | |
| CMNstatus=SOTA2018.11 | 0.192 | 0.23 | 0.213 | 0.29 | 0.195 | 0.26 | 8.74 | -0.02 | |
| c-LSTM2018.11 | 0.194 | 0.14 | 0.212 | 0.23 | 0.201 | 0.25 | 8.9 | -0.04 | |
| memnet2018.11 | 0.202 | 0.16 | 0.211 | 0.24 | 0.216 | 0.23 | 8.97 | 0.05 | |
| CNN2018.11 | 0.545 | -0.01 | 0.542 | 0.01 | 0.605 | -0.01 | 8.71 | 0.19 |