Text Generation On Coco Captions
Metrics
BLEU-2
BLEU-3
BLEU-4
BLEU-5
Results
Performance results of various models on this benchmark
Model Name | BLEU-2 | BLEU-3 | BLEU-4 | BLEU-5 | Paper Title | Repository |
|---|---|---|---|---|---|---|
| LeakGAN | 0.950 | 0.880 | 0.778 | 0.686 | Long Text Generation via Adversarial Training with Leaked Information | |
| SeqGAN | 0.831 | 0.642 | 0.521 | 0.427 | SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient | |
| partGAN | 0.910 | 0.713 | O.753 | 0.590 | Long Text Generation via Adversarial Training with Leaked Information | |
| RelGAN (100) | 0.849 | 0.687 | 0.502 | - | RelGAN: Relational Generative Adversarial Networks for Text Generation | |
| RankGAN | 0.850 | 0.672 | 0.557 | 0.544 | Adversarial Ranking for Language Generation |
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