Slot Filling on MASSIVE
Metric: Slot F1 Score (higher is better)
Metric: Slot F1 Score (higher is better)
| # | Model↕ | Slot F1 Score▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | XLM-R Base | 83.6 | No | MASSIVE: A 1M-Example Multilingual Natural Langu... | 2022-04-18 | Code |
| 2 | mT5 Base (encoder-only) | 82.2 | No | MASSIVE: A 1M-Example Multilingual Natural Langu... | 2022-04-18 | Code |
| 3 | mT5 Base (text-to-text) | 81.3 | No | MASSIVE: A 1M-Example Multilingual Natural Langu... | 2022-04-18 | Code |
| 4 | XLM-R Base | 64.2 | No | MASSIVE: A 1M-Example Multilingual Natural Langu... | 2022-04-18 | Code |
| 5 | mT5 Base (encoder-only) | 56.9 | No | MASSIVE: A 1M-Example Multilingual Natural Langu... | 2022-04-18 | Code |
| 6 | mT5 Base (text-to-text) | 50.6 | No | MASSIVE: A 1M-Example Multilingual Natural Langu... | 2022-04-18 | Code |