Depression Diagnosis on Twitter (5-fold Cross-Validation)
94.3AccuracyIDRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IDRLModalities Type=Text and Image (T+V), Modeling Strategy=Decoupled (D)2026.03 | 94.3 | 93.2 | |
| MTAANModalities Type=Text and Image (T+V), Modeling Strategy=Non-Decoupled (ND)2026.03 | 92.1 | 88.7 | |
| IDRLModalities Type=Text (T), Modeling Strategy=Decoupled (D)2026.03 | 91.6 | 90.3 | |
| TDRLModalities Type=Text and Image (T+V), Modeling Strategy=Decoupled (D)2026.03 | 91.3 | 90.4 | |
| CMAMModalities Type=Text and Image (T+V), Modeling Strategy=Non-Decoupled (ND)2026.03 | 90 | 90 | |
| TEMTModalities Type=Text and Image (T+V), Modeling Strategy=Non-Decoupled (ND)2026.03 | 89.6 | 89.8 | |
| Disentangled-MERModalities Type=Text and Image (T+V), Modeling Strategy=Decoupled (D)2026.03 | 88.3 | 88.7 | |
| DDSM-RLModalities Type=Text (T), Modeling Strategy=Non-Decoupled (ND)2026.03 | 87 | 87.2 | |
| MTANModalities Type=Text and Image (T+V), Modeling Strategy=Non-Decoupled (ND)2026.03 | 86.9 | 87.1 | |
| MISAModalities Type=Text and Image (T+V), Modeling Strategy=Decoupled (D)2026.03 | 86.4 | 86.6 | |
| EmoBertaModalities Type=Text (T), Modeling Strategy=Non-Decoupled (ND)2026.03 | 86.1 | 86.4 | |
| T-LSTMModalities Type=Text (T), Modeling Strategy=Non-Decoupled (ND)2026.03 | 85.4 | 84.9 | |
| MTALModalities Type=Text and Image (T+V), Modeling Strategy=Non-Decoupled (ND)2026.03 | 84.2 | 84.2 |