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SotA/Natural Language Processing/Slot Filling/MASSIVE

Slot Filling on MASSIVE

Metric: Slot F1 Score (higher is better)

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#Model↕Slot F1 Score▼Extra DataPaperDate↕Code
1XLM-R Base83.6NoMASSIVE: A 1M-Example Multilingual Natural Langu...2022-04-18Code
2mT5 Base (encoder-only)82.2NoMASSIVE: A 1M-Example Multilingual Natural Langu...2022-04-18Code
3mT5 Base (text-to-text)81.3NoMASSIVE: A 1M-Example Multilingual Natural Langu...2022-04-18Code
4XLM-R Base64.2NoMASSIVE: A 1M-Example Multilingual Natural Langu...2022-04-18Code
5mT5 Base (encoder-only)56.9NoMASSIVE: A 1M-Example Multilingual Natural Langu...2022-04-18Code
6mT5 Base (text-to-text)50.6NoMASSIVE: A 1M-Example Multilingual Natural Langu...2022-04-18Code