Task-Oriented Dialogue on MultiWOZ 2.2
88.3Success RateDARD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DARDInterpretable=false, Graph Transfer=false2025.06 | 88.3 | — | 96.6 | 12.1 | 104.6 | |
| MARSInterpretable=false, Graph Transfer=false2025.06 | 78 | 35.5 | 88.9 | 19.6 | 103 | |
| SGP-TODInterpretable=false, Graph Transfer=true, Evaluation Setting=(Strict) Zero-shot Transfer2025.06 | 72.5 | — | 82 | 9.2 | 86.5 | |
| CoDial (4o, 5-mini:l)Interpretable=true, Graph Transfer=true, Configuration=CoDialstructured2025.06 | 70.8 | 37 | 79.6 | 4.3 | 79.5 | |
| SOLOISTInterpretable=false, Graph Transfer=false2025.06 | 67.1 | 35.9 | 81.7 | 13.6 | 88 | |
| CoDial (4o, 4o-mini)Interpretable=true, Graph Transfer=true, Configuration=CoDialstructured2025.06 | 54.6 | 28.4 | 76.6 | 3.5 | 69.1 | |
| AnyTOD XXLInterpretable=true, Graph Transfer=false, Evaluation Setting=(Strict) Zero-shot Transfer2025.06 | 47.6 | 30.8 | 76.9 | 3.4 | 65.6 | |
| IG-TOD (few-shot)Interpretable=false, Graph Transfer=false2025.06 | 44 | 27 | — | 6.8 | — | |
| IG-TOD (zero-shot)Interpretable=false, Graph Transfer=false, Evaluation Setting=(Strict) Zero-shot Transfer2025.06 | 31 | 13 | — | 4.2 | — |