M2M
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Slot Filling | M2M | Micro F198.56 | 18 | |
| Intent Detection | M2M | Accuracy94.27 | 18 | |
| Domain Classification | M2M | Accuracy89.52 | 16 | |
| Dialogue State Tracking | M2M Simulated Restaurant (test) | Joint Goal Accuracy94.4 | 6 | |
| Dialogue State Tracking | M2M Simulated Movie (test) | Joint Goal Accuracy96.8 | 6 | |
| Dialogue State Tracking | M2M Sim Movie + Restaurant (test) | Joint Goal Accuracy88 | 3 | |
| Dialogue State Tracking | M2M | Joint GA90.9 | 3 |
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