Text Generation on COCO Captions

Metric: BLEU-5 (higher is better)

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#	Model↕	BLEU-5▼	Extra Data	Paper	Date↕	Code
1	LeakGAN	0.686	No	Long Text Generation via Adversarial Training wi...	2017-09-24	Code
2	partGAN	0.59	No	Long Text Generation via Adversarial Training wi...	2017-09-24	Code
3	RankGAN	0.544	No	Adversarial Ranking for Language Generation	2017-05-31	Code
4	SeqGAN	0.427	No	SeqGAN: Sequence Generative Adversarial Nets wit...	2016-09-18	Code

#1LeakGANSOTA
0.686
BLEU-5· 2017-09-24
Long Text Generation via Adversarial Training with Leaked Information Code
#2partGAN
0.59
BLEU-5· 2017-09-24
Long Text Generation via Adversarial Training with Leaked Information Code
#3RankGANSOTA
0.544
BLEU-5· 2017-05-31
Adversarial Ranking for Language Generation Code
#4SeqGANSOTA
0.427
BLEU-5· 2016-09-18
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Code