| ATIS (test) | Bi-model with a decoder | F1 Score96.89 | | 55 | 3d ago |
| Restaurant-8K | SOLOIST | F1 Score98 | | 32 | 3d ago |
| SLURP (test) | TDT 0-6 | F1 Score80.61 | | 26 | 3d ago |
| SNIPS (test) | CTRAN | F1 Score0.983 | | 25 | 3d ago |
| T-REx | SearChain | Coverage EM65.07 | | 20 | 3d ago |
| zsRE | SearChain | Coverage EM57.29 | | 20 | 3d ago |
| M2M | MIDAS | Micro F198.56 | | 18 | 3d ago |
| MWOZ | MIDAS | Micro F199.28 | | 18 | 3d ago |
| T-REx | SearChain + INFO-RAG | Accuracy66.95 | | 14 | 3d ago |
| ATIS | CTRAN | F1 Score98.46 | | 14 | 3d ago |
| MIT-R | ROBERTa-CL | Accuracy88.51 | | 13 | 3d ago |
| SNIPS all target domains | GZPL | F1 Score0.578 | | 12 | 2d ago |
| zsRE KILT (test) | KGI1 | KILT Accuracy72.55 | | 12 | 3d ago |
| SNIPS SearchCreativeWork zero-shot (test) | GZPL*(pt) | F1-score72.88 | | 11 | 2d ago |
| SNIPS RateBook zero-shot (test) | GZPL*(pt) | F1 Score47.53 | | 11 | 2d ago |
| SNIPS PlayMusic zero-shot (test) | GZPL*(pt) | F1 Score66.42 | | 11 | 2d ago |
| SNIPS zero-shot Average | GZPL*(pt) | F1 Score61.07 | | 11 | 2d ago |
| SNIPS zero-shot (SearchScreeningEvent) | GZPL*(pt) | F1 Score51.42 | | 11 | 2d ago |
| SNIPS GetWeather zero-shot | | F1 Score65.36 | | 11 | 2d ago |
| SNIPS BookRestaurant zero-shot | GZPL(pt) | F1 Score63.77 | | 11 | 2d ago |
| SNIPS zero-shot AddToPlaylist | | F1 Score68.7 | | 11 | 2d ago |
| MASSIVE-Slot (test) | REPLAY | CFT62.54 | | 8 | 3d ago |
| MASSIVE Slotfill | IndicBERT v2 +Samanantar | F157.3 | | 8 | 2d ago |
| SNIPS 5-shot | | We Score89.39 | | 8 | 3d ago |
| T-REx KILT Leaderboard (test) | KGI1 | Accuracy84.36 | | 7 | 3d ago |
