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ResearchFormerly WizWand

Slot Filling on SNIPS RateBook zero-shot (test)

47.53F1 ScoreGZPL*(pt)
13.220422.127731.03539.9423Jul 6, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GZPL*(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Large2023.0747.53
GZPL*(ft)Tuning Protocol=fine-tuning, Backbone Scale=Large2023.0745.88
GZPL(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Standard2023.0738.88
RCSF*Model Architecture Category=MRC-based, Backbone Scale=Large2023.0736.51
QASFModel Architecture Category=MRC-based2023.0733.34
GZPL(ft)Tuning Protocol=fine-tuning, Backbone Scale=Standard2023.0731.86
CZSLModel Architecture Category=Sequence tagging-based2023.0731.53
PCLCModel Architecture Category=Sequence tagging-based2023.0729.31
CoachModel Architecture Category=Sequence tagging-based2023.0722.06
RZTModel Architecture Category=Sequence tagging-based2023.0716.43
CTModel Architecture Category=Sequence tagging-based2023.0714.54