Natural Language Understanding On Dialoglue
Metriken
Average
Banking77 (Acc)
CLINC150 (Acc)
DSTC8 (F-1)
HWU64 (Acc)
MultiWOZ (Joint Goal Acc)
Restaurant8k (F-1)
TOP (EM)
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Modellname | Average | Banking77 (Acc) | CLINC150 (Acc) | DSTC8 (F-1) | HWU64 (Acc) | MultiWOZ (Joint Goal Acc) | Restaurant8k (F-1) | TOP (EM) | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|---|---|
| mslm | 85.83 | 91.17 | 95.8 | 88.33 | 91.36 | 58.22 | 94.85 | 81.1 | - | - |
| ConvBERT + Pre + Multi | 86.89 | 93.44 | 92.38 | 91.2 | 97.11 | 56.56 | 95.44 | 82.08 | - | - |
| ConvBERT-DG + Pre + Multi | 85.34 | 92.99 | 91.82 | 86.49 | 97.11 | 58.29 | 94.34 | 76.36 | - | - |
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