Image Captioning on Flickr30k (BLEU, METEOR, ROUGE-L, CIDEr)
30.1BLEU-4UniVLP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UniVLPSupervision level=Fully Supervised2022.11 | 30.1 | — | 23 | — | 67.4 | |
| BUTDSupervision level=Fully Supervised2022.11 | 27.3 | — | 21.7 | — | 56.6 | |
| ClipCapSupervision level=Fully Supervised2022.11 | 21.7 | — | 22.1 | 47.3 | 53.5 | |
| CapDecSupervision level=Weakly or Unsupervised2022.11 | 17.7 | 55.5 | 20 | 43.9 | 39.1 | |
| CapDecSource Training Dataset=MS-COCO2022.11 | 17.3 | 60.2 | 18.6 | 42.7 | 35.7 | |
| MAGICSupervision level=Weakly or Unsupervised2022.11 | 6.4 | 44.5 | 13.1 | 31.6 | 20.4 | |
| MAGICSource Training Dataset=MS-COCO2022.11 | 6.2 | 46.4 | 12.2 | 31.3 | 17.5 | |
| ZeroCapSupervision level=Weakly or Unsupervised2022.11 | 5.4 | 44.7 | 11.8 | 27.3 | 16.8 |