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Dialogue State Tracking on MultiWoZ 2.1 (dev)

58.46Joint Goal AccuracyT5-3B
-2.338413.445829.2345.0142Jan 16, 2022

Evaluation results

MethodLinks
T5-3BMode=finetune2022.0158.46
Codex 175BFew-shot selection strategy=select2022.0123.47
GPT-3 175BFew-shot selection strategy=select2022.0118
Codex 175BFew-shot selection strategy=random2022.010.06
GPT-3 175BFew-shot selection strategy=random2022.010.02
T0 3BMode=zero-shot2022.010