mTOP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | MTOP Domain (test) | Accuracy99.16 | 33 | |
| Short-text Clustering | Mtop (test) | NMI79.11 | 20 | |
| Semantic Parsing | mTOP (test) | Average Score91.8 | 17 | |
| Semantic Parsing | MTOP | Accuracy50.43 | 14 | |
| Clustering | MTOP-I | Accuracy64 | 7 | |
| Intent Clustering | MTOP I | NMI0.7383 | 6 | |
| Next Slot Prediction | MTOP NSP | MaxRatio1.26 | 4 | |
| Intent Classification | MTOP | Max Ratio12.04 | 4 | |
| Next Sentence Prediction | MTOP NSP | Macro Avg Performance61.16 | 3 | |
| Short-text Clustering | Mtop | NMI- | 0 |
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