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ResearchFormerly WizWand

Domain Classification on MWOZ

88.16AccuracyMIDAS
23.222440.081256.9473.7988Aug 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MIDASBackbone=ROBERTa-Base2024.0888.16
MIDASmodel_description=Our best model2024.0888.16
MIDASBackbone=BERT-Base2024.0887.93
ALBERT-Base2024.0886.94
ROBERTa-Base2024.0886.75
BERT-Base2024.0886.67
GPT4o+2024.0879.41
GPT4o2024.0878.77
GPT3.52024.0877.39
Gemma-7b2024.0872.27
LLaMa2-70b-chat2024.0869.87
LLaMa2-7b-chat2024.0865.28
QWen2-7B-Ins.shot=3-shot2024.0864.16
LLaMa3.1-8b-Ins.shot=3-shot2024.0859.73
LLaMa2-13b-chat2024.0856.02
Tri-level JNLU2024.0825.72