Unleashing Transformers

Reported on 3 benchmarks across 1 task · 1 paper

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

Medical3 results

Image GenerationonFFHQ 256 x 256
FID· 2021-11-24
6.11
best: 1.68 (StyleSAN-XL)
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes arXiv:2111.12701
Image GenerationonLSUN Bedroom 256 x 256
FID· 2021-11-24
3.64
best: 1.43 (Diffusion ProjectedGAN)
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes arXiv:2111.12701
Image GenerationonLSUN Churches 256 x 256
FID· 2021-11-24
4.07
best: 1.59 (Projected GAN)
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes arXiv:2111.12701