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SOTA
Slot Filling
Slot Filling On Massive
Slot Filling On Massive
Metrics
Slot F1 Score
Results
Performance results of various models on this benchmark
Columns
Model Name
Slot F1 Score
Paper Title
XLM-R Base
83.6
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
mT5 Base (encoder-only)
82.2
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
mT5 Base (text-to-text)
81.3
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
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Slot Filling On Massive | SOTA | HyperAI