Table 1 Automatic evaluation results on VIST dataset
From: Steganographic visual story with mutual-perceived joint attention
Models | BLEU-1 | BLEU-2 | BLEU-3 | BLEU-4 | Perplexity | METEOR | ||
|---|---|---|---|---|---|---|---|---|
Related work | [Huang et al. 2016] | 52.2 | 28.4 | 14.5 | 8.1 | – | 31.1 | |
[Yu et al. 2017] | 56.3 | 31.2 | 16.4 | 9.7 | – | 34.2 | ||
[Kim et al. 2018] | 52.3 | 28.4 | 14.8 | 8.1 | 18.28 | 32.4 | ||
Ours | VS | 46.4 | 22.1 | 9.9 | 5.6 | 27.1 | 27.1 | |
VS with MPJA | 60.1 | 32.6 | 13.3 | 8.2 | 16.2 | 34.4 | ||
SVS with MPJA (bpw=1) | 53.1 | 30.5 | 13.1 | 7.6 | 20.2 | 30.5 | ||
SVS with MPJA (bpw=2) | 51.1 | 28.5 | 11.2 | 7.1 | 25.3 | 28.1 | ||
SVS with MPJA (bpw=3) | 46.2 | 25.6 | 9.2 | 5.9 | 28.8 | 25.6 | ||
SVS with MPJA (adaptive) | 58.2 | 30.6 | 13.2 | 7.9 | 18.9 | 32.5 | ||