Cross-lingual Image Captioning on COCO-CN Zh (test)
70.4BLEU@1CROSS2STRA
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CROSS2STRAMethod Category=Pivoting-based2023.05 | 70.4 | 48.8 | 32.5 | 20.8 | 31.9 | 50.6 | 58.2 | 44.7 | |
| UNISONMethod Category=Pivoting-based, Use paired image-caption(pivot) data=true2023.05 | 68.3 | 46.7 | 30.6 | 19 | 29.4 | 48 | 56.3 | 42.7 | |
| PivotAlignMethod Category=Pivoting-based2023.05 | 66.5 | 45 | 29.3 | 18.2 | 27 | 46.3 | 55 | 41 | |
| SSRMethod Category=Translation-based2023.05 | 65.2 | 43.5 | 27.3 | 17.7 | 25.4 | 45.9 | 53.8 | 39.8 | |
| UNISONMethod Category=Pivoting-based, Use paired image-caption(pivot) data=false2023.05 | 63.4 | 43.2 | 29.5 | 17.9 | 24.5 | 45.1 | 53.5 | 39.5 | |
| EarlyTranslationMethod Category=Translation-based2023.05 | 60.4 | 40.7 | 26.8 | 17.3 | 24 | 43.6 | 52.7 | 37.9 | |
| LateTranslationMethod Category=Translation-based2023.05 | 58.9 | 38 | 23.5 | 14.3 | 23.5 | 40.2 | 47.3 | 35.1 |