ML Research Wiki / Benchmarks / Text Generation / COCO Captions

COCO Captions

Text Generation Benchmark

Performance Over Time

📊 Showing 4 results | 📏 Metric: BLEU-2

Top Performing Models

Rank Model Paper BLEU-2 Date Code
1 partGAN Long Text Generation via Adversarial Training with Leaked Information 0.91 2017-09-24 📦 CR-Gjx/LeakGAN 📦 nurpeiis/LeakGAN-PyTorch 📦 valko073/LyricsGANs
2 LeakGAN Long Text Generation via Adversarial Training with Leaked Information 0.78 2017-09-24 📦 CR-Gjx/LeakGAN 📦 nurpeiis/LeakGAN-PyTorch 📦 valko073/LyricsGANs
3 RankGAN Adversarial Ranking for Language Generation 0.56 2017-05-31 📦 desire2020/RankGAN
4 SeqGAN SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient 0.52 2016-09-18 📦 LantaoYu/SeqGAN 📦 suragnair/seqGAN 📦 TalkToTheGAN/REGAN

All Papers (4)