| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BANKING 2020 (full) | DeepAligned | NMI79.56 | 13 | 4d ago | |
| CLINC full 2019 | DeepAligned | NMI93.89 | 13 | 4d ago | |
| BANKING 1.0 (test) | BERT-DTC | K (Pred)110 | 9 | 4d ago | |
| CLINC 1.0 (test) | BERT-DTC | K Predicted195 | 9 | 4d ago | |
| Massive (I) | LLM-ITL | NMI0.7812 | 6 | 4d ago | |
| MTOP I | ClusterLLM | NMI0.7383 | 6 | 4d ago | |
| CLINC (I) | NMI94.86 | 6 | 4d ago | ||
| MASSIVE (test) | GCPA | ARI0.3 | 4 | 4d ago | |
| Intent Semantic Toolkit | instructor-large | Agg Score61.4 | 4 | 4d ago | |
| Original Dataset | instructor-large | KM Score84.3 | 4 | 4d ago |
