| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Longitudinal Classification | CMV (test) | Macro-F157.7 | 24 | |
| Inter-Turn Relation Prediction | CMV QR data | Precision18.9 | 18 | |
| MGT detection | CMV | Accuracy92.13 | 16 | |
| Persuasion | CMV | Persuasion Gain1.24 | 14 | |
| Intra-turn Relation Prediction | CMV (test) | Precision16.7 | 14 | |
| Machine-Generated Text Detection | CMV Domain Generalization (DG-MGT) | Accuracy92.13 | 12 | |
| Binary Persuasion Prediction | CMV (test) | F1 Score58.8 | 8 | |
| Automatic Speech Recognition | CMV-en | WER9.66 | 8 | |
| Automatic Speech Recognition | CMV zh | WER6.5 | 8 | |
| Argumentative Component Classification | CMV (test) | F1 (Claim)67.1 | 5 | |
| Hypothesis Discovery | CMV | Significant Hypotheses Found16 | 3 |