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ResearchFormerly WizWand

Intent Detection on M2M

94.27AccuracyMIDAS
17.164437.182257.277.2178Aug 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MIDASBackbone=BERT-Base2024.0894.27
MIDASmodel_description=Our best model2024.0894.27
Tri-level JNLU2024.0894.19
MIDASBackbone=ROBERTa-Base2024.0893.77
Slot-Gated2024.0893.27
ROBERTa-Base2024.0892.52
SeqSeq2024.0892.5
BERT-Base2024.0886.75
ALBERT-Base2024.0886.54
GPT4o+2024.0875.1
GPT4o2024.0864.1
GPT3.52024.0851
Gemma-7b2024.0845.88
LLaMa2-7b-chat2024.0833.63
LLaMa2-70b-chat2024.0832.75
QWen2-7B-Ins.shot=3-shot2024.0827.8
LLaMa3.1-8b-Ins.shot=3-shot2024.0827.15
LLaMa2-13b-chat2024.0820.13