Language Models for Image Captioning: The Quirks and What Works
Table 3: Model performance on testval after re-ranking. †: previously reported and reconfirmed BLEU scores from [Fang et al.2015]. +DMSM had resulted in the highest score yet reported.
['[BOLD] Re-Ranking Features', '[BOLD] BLEU', '[BOLD] METEOR']
We find that combining the D-ME, DMSM, and MRNN achieves a 1.6 BLEU improvement over the D-ME+DMSM.