Multi-label Symptom Classification on ReDSM5 (test)
100F1 ScoreMentalRoBERTa
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MentalRoBERTaSymptom=Appetite Change, Calibrated Threshold=0.450, ReDSM5 Corpus Support=48 (Low Support)2026.07 | 100 | — | — | — | — | |
| MentalRoBERTaSymptom=Suicidal Thoughts, Calibrated Threshold=0.150, ReDSM5 Corpus Support=1902026.07 | 98.3 | — | — | — | — | |
| MentalRoBERTaSymptom=Sleep Issues, Calibrated Threshold=0.600, ReDSM5 Corpus Support=1122026.07 | 97 | — | — | — | — | |
| MentalRoBERTaSymptom=Cognitive Issues, Calibrated Threshold=0.300, ReDSM5 Corpus Support=612026.07 | 94.1 | — | — | — | — | |
| MentalRoBERTaSymptom=Depressed Mood, Calibrated Threshold=0.825, ReDSM5 Corpus Support=3642026.07 | 90.1 | — | — | — | — | |
| MentalRoBERTaSymptom=Worthlessness, Calibrated Threshold=0.575, ReDSM5 Corpus Support=3402026.07 | 88.9 | — | — | — | — | |
| MentalRoBERTaSymptom=Fatigue, Calibrated Threshold=0.425, ReDSM5 Corpus Support=1402026.07 | 85.1 | — | — | — | — | |
| MentalRoBERTaSymptom=Anhedonia, Calibrated Threshold=0.425, ReDSM5 Corpus Support=1372026.07 | 85 | — | — | — | — | |
| MentalRoBERTaSymptom=Psychomotor, Calibrated Threshold=0.450, ReDSM5 Corpus Support=35 (Low Support)2026.07 | 72.7 | — | — | — | — | |
| MentalRoBERTaSymptom=Overall2026.07 | — | 90.1 | 90.4 | — | — |