| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Joint Multiple Intent Detection and Slot Filling | MixATIS (test) | F1 Score (Slot)90.5 | 42 | |
| Slot Filling and Intent Detection | MixATIS | Slot F188.3 | 17 | |
| Multi-intent Natural Language Understanding | MixATIS (test) | Overall Accuracy50.4 | 16 | |
| Multi-Intent Spoken Language Understanding | MixATIS | Overall Accuracy57.5 | 16 | |
| Joint Multiple Intent Detection and Slot Filling | MixATIS | Slot F189.2 | 8 |