Image Captioning on AIC-ICC Zh (test)
52.8BLEUCROSS^2STRA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CROSS^2STRAMethod Category=Pivoting-based2023.05 | 52.8 | 27.6 | 36.1 | 24.5 | 35.8 | |
| CROSS^2STRAMethod Category=Pivoting-based, Ablation=without Residual Connection2023.05 | 51.8 | 27.1 | 35.9 | 24.1 | 34.9 | |
| CROSS^2STRAMethod Category=Pivoting-based, Ablation=without Semantic Concept (SC)2023.05 | 50.4 | 26.6 | 35.4 | 23.3 | 34.1 | |
| UNISONMethod Category=Pivoting-based2023.05 | 48.7 | 25.2 | 33.7 | 21.9 | 32.4 | |
| CROSS^2STRAMethod Category=Pivoting-based, Ablation=without Scene Graph (SG)2023.05 | 48.6 | 25.8 | 33.9 | 21.6 | 33.1 | |
| PivotAlignMethod Category=Pivoting-based2023.05 | 47.5 | 23.7 | 32.3 | 19.7 | 31.1 | |
| SSRMethod Category=Translation-based2023.05 | 46 | 22.8 | 32 | 18.3 | 30.1 | |
| EarlyTranslationMethod Category=Translation-based2023.05 | 43.6 | 20.3 | 30.3 | 14.2 | 27.2 | |
| FGMethod Category=Translation-based2023.05 | 43 | 19.7 | 29.7 | 15.7 | 25.9 | |
| LateTranslationMethod Category=Translation-based2023.05 | 41.3 | 13.5 | 26.7 | 14 | 24.4 |