Semantic Segmentation on OPUS MSA
60F1 ScoreSaT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SaTLearning Paradigm=Supervised2026.05 | 60 | 50 | 62 | |
| Gemma3-4B segmenterLearning Paradigm=Finetuned LLM2026.05 | 60 | 43 | 46 | |
| TeT+CLSDALearning Paradigm=Unsupervised2026.05 | 58 | 44 | 47 | |
| Fanar-1-9B-ItLearning Paradigm=Instruction-tuned LLM2026.05 | 58 | 48 | 57 | |
| NileChat-12BLearning Paradigm=Instruction-tuned LLM2026.05 | 57 | 53 | 57 | |
| ALLaM-7B-ItLearning Paradigm=Instruction-tuned LLM2026.05 | 56 | 57 | 65 | |
| ArabC99Learning Paradigm=Unsupervised2026.05 | 51 | 54 | 57 | |
| TeT+CLSMultiLearning Paradigm=Unsupervised2026.05 | 50 | 48 | 51 | |
| C99Learning Paradigm=Unsupervised2026.05 | 49 | 55 | 60 | |
| Gemma3-4BLearning Paradigm=Instruction-tuned LLM2026.05 | 49 | 66 | 75 | |
| TextTilingLearning Paradigm=Unsupervised2026.05 | 47 | 68 | 75 | |
| AraTextTilingLearning Paradigm=Unsupervised2026.05 | 47 | 50 | 54 |