What Makes A Good Story? Designing Composite Rewards for Visual Storytelling

Benchmark Model Rank Results
visual-storytelling-on-vistBLEU-RL#1BLEU-4: 14.4CIDEr: 6.7METEOR: 35.2ROUGE-L: 30.1SPICE: 8.3
visual-storytelling-on-vistMLE#3BLEU-4: 14.3CIDEr: 7.2METEOR: 34.8ROUGE-L: 30SPICE: 8.5
visual-storytelling-on-vistAREL#7BLEU-4: 13.6CIDEr: 9.1METEOR: 35.2ROUGE-L: 29.3SPICE: 8.9
visual-storytelling-on-vistReCo-RL#10BLEU-4: 12.4CIDEr: 8.6METEOR: 33.9ROUGE-L: 29.9SPICE: 8.3
visual-storytelling-on-vistHSRL#11BLEU-4: 9.8CIDEr: 5.9METEOR: 30.1ROUGE-L: 25.1SPICE: 7.5