Results for different models
| Model | Learning rate | Epochs | Accuracy | F1 | Recall | Precision |
|---|---|---|---|---|---|---|
| Our results | ||||||
| Araelectra | 9e–5 | 4 | 83% | 66% | 65% | 67% |
| Marabert | 5e–5 | 4 | 84% | 67% | 65% | 68% |
| AraBERT | 8e–5 | 4 | 85% | 70% | 68% | 72% |
| Qarib | 8e–5 | 4 | 84% | 68% | 67% | 68% |
| Results reported in (Mubarak et al., 2022) | ||||||
| AraBERT (Mubarak et al., 2022) | 8e–5 | 3 | 82% | 62% | 62% | 61% |
| Qarib (Mubarak et al., 2022) | 8e–5 | 3 | 81% | 62% | 65% | 64% |
| Model | Learning rate | Epochs | Accuracy | F1 | Recall | Precision |
|---|---|---|---|---|---|---|
| Araelectra | 9e–5 | 4 | 83% | 66% | 65% | 67% |
| Marabert | 5e–5 | 4 | 84% | 67% | 65% | 68% |
| AraBERT | 8e–5 | 4 | 85% | 70% | 68% | 72% |
| Qarib | 8e–5 | 4 | 84% | 68% | 67% | 68% |
| AraBERT ( | 8e–5 | 3 | 82% | 62% | 62% | 61% |
| Qarib ( | 8e–5 | 3 | 81% | 62% | 65% | 64% |
Source(s): Authors’ own work
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