LatentOps (Few shot)

Reported on 3 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Adversarial1 result

Text GenerationonYelp Review Dataset (Small)
G-Score (BLEU, Accuracy)· 2022-08-01
71.6
best: 74.56 (SAE+Discriminator)
Composable Text Controls in Latent Space with ODEs arXiv:2208.00638

Natural Language Processing1 result

Text Style TransferonYelp Review Dataset (Small)
G-Score (BLEU, Accuracy)· 2022-08-01
71.6
best: 74.56 (SAE+Discriminator)
Composable Text Controls in Latent Space with ODEs arXiv:2208.00638

Audio1 result

2D Semantic SegmentationonYelp Review Dataset (Small)
G-Score (BLEU, Accuracy)· 2022-08-01
71.6
best: 74.56 (SAE+Discriminator)
Composable Text Controls in Latent Space with ODEs arXiv:2208.00638