Depression Detection on Instagram (212 days observation period)
77PrecisionResNeXt
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ResNeXtModality=Image, Architecture=ResNeXt, Observation period=212 days2019.12 | 77 | 67 | 72 | |
| Early fusion model (Multimodal)Modality=Multimodal, Architecture=ELMo + ResNet-34, Observation period=212 days2019.12 | 69 | 92 | 79 | |
| ELMoModality=Text, Architecture=ELMo, Observation period=212 days2019.12 | 68 | 85 | 75 | |
| Feature Engineering (Baseline)Modality=Feature Eng., Architecture=Txt features, Observation period=212 days2019.12 | 65 | 90 | 75 |