Bitext Retrieval on Flores-200 not in XLM-R (111 langs)
37.1AccuracyEng-Pivot
Evaluation Results
| Method | Links | |
|---|---|---|
| Eng-PivotEncoder=trained on contrastive text-text alignment2025.05 | 37.1 | |
| MultilingualEncoder=multilingual text-image aligned2025.05 | 33.7 | |
| + QuechuaEncoder=multilingual text-image aligned including Quechua captions2025.05 | 28.6 | |
| Eng-OnlyEncoder=fine-tuned on English-only text-image pretraining2025.05 | 10.7 | |
| XLM-REncoder=off-the-shelf2025.05 | 0.4 |