DAIC-WOZ
Benchmarks
TaskDatasetSOTA resultTrendResults
DAIC-WOZ (dev)
90F1 (avg)
43
DAIC-WOZ (test)
4.8RMSE
23
DAIC-WOZ
2.443Mean Absolute Error
22
DAIC-WOZ
79.53F1 Score
17
DAIC-WOZ
85.1Accuracy
13
DAIC-WOZ (val)
84.75Accuracy
10
DAIC-WOZ
5.02MAE
9
DAIC-WOZ
68.5Weighted F1-score
8
DAIC-WOZ (held-out)
0.749F1 Score
8
DAIC-WOZ (test)
2.89MAE (Stage 1)
7
DAIC-WOZ (cross-validation)
0.689AUC
7
DAIC-WOZ
89.99Macro F1 Score
7
DAIC–WOZ
73.8Binary Weighted F1
7
DAIC-WOZ (test)
100Accuracy (ACC)
6
DAIC-WOZ
0MSE
6
DAIC-WOZ (In-Sample (IS))
68.7F1 Score
5
DAIC-WoZ AVEC 2016 benchmark
0.914Accuracy
5
DAIC-WOZ (train)
79Accuracy
4
DAIC-WOZ (test)
46.1Hit@1
4
DAIC-WoZ (K-fold LOSO)
0.957Accuracy
4
DAIC-WOZ
85Macro F1
2
DAIC-WOZ (test)
71.4Weighted Accuracy
2
DAIC-WOZ
5.02MAE
1
DAIC-WOZ PHQ-8
3.55MAE
1