Slot Filling on MultiATIS++ (test)
86.3Accuracy (de)GL-CLEF
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GL-CLEF2022.04 | 86.3 | 95.39 | 85.22 | 84.31 | 70.34 | 73.12 | 81.83 | 65.85 | 77.61 | 80 | |
| Ensemble-Netsource=published paper (Razumovskaia et al., 2021)2022.04 | 82.75 | 85.05 | 77.56 | 76.19 | 14.14 | 9.44 | 74 | 45.63 | 37.29 | 55.78 | |
| mBERTsource=published paper (Xu et al., 2020)2022.04 | 82.61 | — | 74.98 | 75.71 | 31.21 | 35.75 | 74.05 | 23.75 | — | 62.27 | |
| CoSDAimplementation=re-implemented, source=Qin et al., 20202022.04 | 81.37 | 92.29 | 76.94 | 79.36 | 64.06 | 66.62 | 75.05 | 48.77 | 77.32 | 73.47 | |
| mBERTsource=original work (Devlin et al., 2019)2022.04 | 80.11 | 95.11 | 78.22 | 82.25 | 26.71 | 25.4 | 72.37 | 41.49 | 53.22 | 61.66 |