Parent data
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Criticism prediction | Parent data segment-level 5-fold cross-validation | AUC93.46 | 32 | |
| Overinclude prediction | Parent data segment-level (5-fold cross-validation) | AUC85.93 | 32 | |
| Rumination prediction | Parent data segment-level (5-fold cross-validation) | AUC83.61 | 32 | |
| Cohesion prediction | Parent data segment-level 5-fold cross-validation | AUC81.87 | 32 | |
| Neutral state prediction | Parent data segment-level 5-fold cross-validation | AUC81.35 | 32 | |
| Sadness prediction | Parent data segment-level 5-fold cross-validation | AUC91.52 | 32 | |
| Joy prediction | Parent data segment-level 5-fold cross-validation | AUC (%)92.17 | 32 | |
| Fear prediction | Parent data segment-level (5-fold cross-validation) | AUC (Fear)89.94 | 32 | |
| Anger prediction | Parent data segment-level (5-fold cross-validation) | AUC90.92 | 32 | |
| Sentiment prediction | Parent data segment-level (5-fold cross-validation) | AUC95.3 | 32 | |
| Objective trait prediction | Parent data segment-level 5-fold cross-validation | AUC91.94 | 32 | |
| Cognitive and Psychological tasks | Parent data (25-fold cross-val) | Spectrum Score66.75 | 25 | |
| Document-level tasks | Parent data (25-fold cross-val) | Affect80.34 | 25 | |
| Worry prediction | Parent data segment-level 5-fold cross-validation | AUC (%)91.09 | 15 |
Showing 14 of 14 rows