Image Captioning on MSCOCO En (test)
57.7BLEUCROSS^2STRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CROSS^2STRAMethod Category=Pivoting-based2023.05 | 57.7 | 21.7 | 33.5 | 30.7 | 35.8 | |
| CROSS^2STRAMethod Category=Pivoting-based, Ablation=without Residual Connection2023.05 | 56.4 | 21.2 | 32.9 | 29.4 | 34.9 | |
| CROSS^2STRAMethod Category=Pivoting-based, Ablation=without Semantic Concept (SC)2023.05 | 56.1 | 20 | 32.1 | 28.9 | 34.1 | |
| CROSS^2STRAMethod Category=Pivoting-based, Ablation=without Scene Graph (SG)2023.05 | 55.8 | 19.1 | 31.2 | 28 | 33.1 | |
| UNISONMethod Category=Pivoting-based2023.05 | 54.3 | 18.7 | 30 | 28.4 | 32.4 | |
| PivotAlignMethod Category=Pivoting-based2023.05 | 52.1 | 17.5 | 28.3 | 27 | 31.1 | |
| SSRMethod Category=Translation-based2023.05 | 52 | 14.2 | 27.7 | 28.2 | 30.1 | |
| EarlyTranslationMethod Category=Translation-based2023.05 | 48.3 | 15.2 | 27.2 | 18.7 | 27.2 | |
| FGMethod Category=Translation-based2023.05 | 46.3 | 12.5 | 25.3 | 15.4 | 25.9 | |
| LateTranslationMethod Category=Translation-based2023.05 | 45.8 | 13.8 | 25.7 | 14.5 | 24.4 |