Arabic
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Morphological Inflection | Arabic Standard | CER2.24 | 12 | |
| Implicit Discourse Relation classification | Arabic (test) | Precision58 | 12 | |
| Instruction Following | Arabic Internal (test) | Internal Score9.77 | 10 | |
| Concept Drift Detection | Arabic | Kappa0.91 | 6 | |
| Automatic Speech Recognition | Arabic (test) | WER0.272 | 6 | |
| Multilingual Language Understanding | Arabic | Average Performance0.572 | 6 | |
| Named Entity Recognition | Arabic B | Macro F146.57 | 4 | |
| Multilingual Watermarking Detection | Arabic (ar) unsupported language | AUC0.704 | 4 | |
| Document Parsing | Arabic Multilingual OCR | Edit Distance0.122 | 4 | |
| Drift Detection and Model Selection | Arabic | Kappa (κ)86 | 4 | |
| 5-way 5-shot classification | Arabic (test) | Accuracy91.7 | 4 | |
| Cross-boundary directionality analysis | Arabic | Hfwd5.991 | 2 | |
| Grapheme positional classification | Arabic | Start Preference Score16 | 1 | |
| Spelling Correction | Arabic (test) | Accuracy83.33 | 1 | |
| Named Entity Recognition | Arabic (test) | F1 Score75.49 | 1 |
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