User-level Depression Detection on Twitter (test)
84.4RecallWPG-MoE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| WPG-MoETrain on=Twitter2026.07 | 84.4 | 76.3 | 92.9 | 85.2 | |
| WPG-MoETrain on=SWDD2026.07 | 78.6 | 66.8 | 82.7 | 66.1 | |
| DORISTrain on=Twitter2026.07 | 76.1 | 71.15 | 86.35 | 77.55 | |
| WPG-MoETrain on=eRisk252026.07 | 75.9 | 65.8 | 81.2 | 70.2 | |
| HAN-BERT(Psych)Train on=eRisk252026.07 | 75.12 | 64.72 | 79.64 | 68.44 | |
| Bert(Clus+Abs)Train on=SWDD2026.07 | 75.01 | 64.1 | 79.8 | 63.98 | |
| E2-LPSTrain on=Twitter2026.07 | 74.1 | 74.1 | 90.39 | 82.06 | |
| HAN-BERT(Psych)Train on=Twitter2026.07 | 73.5 | 65.42 | 83.03 | 72.43 | |
| Pattern (CNN)Train on=Twitter2026.07 | 72.5 | 68.27 | 83.47 | 76.21 | |
| E2-LPSTrain on=eRisk252026.07 | 70.29 | 60.99 | 76.56 | 66.42 | |
| Pattern (CNN)Train on=SWDD2026.07 | 69.5 | 59.2 | 68.77 | 56.57 | |
| Bert(Clus+Abs)Train on=Twitter2026.07 | 67.1 | 61.51 | 75.65 | 70.08 | |
| Pattern (CNN)Train on=eRisk252026.07 | 65.92 | 55.6 | 70.44 | 59.13 | |
| HAN-BERT(Psych)Train on=SWDD2026.07 | 61.42 | 54.1 | 63.12 | 54.65 | |
| Pattern (threshold)Train on=Twitter2026.07 | 61.1 | 56.39 | 66.77 | 58.98 | |
| DORISTrain on=eRisk252026.07 | 60.07 | 50.93 | 67.12 | 56.66 | |
| DORISTrain on=SWDD2026.07 | 58.1 | 51.2 | 65.35 | 57.1 | |
| DeCapsNetTrain on=Twitter2026.07 | 56.2 | 51.36 | 60.2 | 50.5 | |
| Bert(Clus+Abs)Train on=eRisk252026.07 | 54.75 | 46.26 | 61.13 | 50.2 | |
| Pattern (threshold)Train on=SWDD2026.07 | 54.1 | 48.06 | 61.17 | 50.94 | |
| Pattern (threshold)Train on=eRisk252026.07 | 49.47 | 42.06 | 57.37 | 45.43 | |
| DeCapsNetTrain on=SWDD2026.07 | 49.2 | 44.3 | 55.8 | 50.19 | |
| E2-LPSTrain on=SWDD2026.07 | 44.8 | 38.1 | 57.88 | 49.8 | |
| DeCapsNetTrain on=eRisk252026.07 | 43 | 36.68 | 51.8 | 40.5 |