modelzoo_statistics.md

# Model Zoo Statistics

- Number of papers: 15

- Number of checkpoints: 91

  - [Large Scale GAN Training for High Fidelity Natural Image Synthesis](https://github.com/open-mmlab/mmgeneration/blob/master/configs/biggan) (7 ckpts)

  - [CycleGAN: Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks](https://github.com/open-mmlab/mmgeneration/blob/master/configs/cyclegan) (6 ckpts)

  - [Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks](https://github.com/open-mmlab/mmgeneration/blob/master/configs/dcgan) (3 ckpts)

  - [Geometric GAN](https://github.com/open-mmlab/mmgeneration/blob/master/configs/ggan) (3 ckpts)

  - [Improved Denoising Diffusion Probabilistic Models](https://github.com/open-mmlab/mmgeneration/blob/master/configs/improved_ddpm) (3 ckpts)

  - [Least Squares Generative Adversarial Networks](https://github.com/open-mmlab/mmgeneration/blob/master/configs/lsgan) (4 ckpts)

  - [Progressive Growing of GANs for Improved Quality, Stability, and Variation](https://github.com/open-mmlab/mmgeneration/blob/master/configs/pggan) (3 ckpts)

  - [Pix2Pix: Image-to-Image Translation with Conditional Adversarial Networks](https://github.com/open-mmlab/mmgeneration/blob/master/configs/pix2pix) (4 ckpts)

  - [Positional Encoding as Spatial Inductive Bias in GANs (CVPR'2021)](https://github.com/open-mmlab/mmgeneration/blob/master/configs/positional_encoding_in_gans) (21 ckpts)

  - [Self-attention generative adversarial networks](https://github.com/open-mmlab/mmgeneration/blob/master/configs/sagan) (9 ckpts)

  - [Singan: Learning a Generative Model from a Single Natural Image (ICCV'2019)](https://github.com/open-mmlab/mmgeneration/blob/master/configs/singan) (3 ckpts)

  - [Spectral Normalization for Generative Adversarial Networks](https://github.com/open-mmlab/mmgeneration/blob/master/configs/sngan_proj) (10 ckpts)

  - [A Style-Based Generator Architecture for Generative Adversarial Networks (CVPR'2019)](https://github.com/open-mmlab/mmgeneration/blob/master/configs/styleganv1) (2 ckpts)

  - [Analyzing and Improving the Image Quality of Stylegan (CVPR'2020)](https://github.com/open-mmlab/mmgeneration/blob/master/configs/styleganv2) (11 ckpts)

  - [Improved Training of Wasserstein GANs](https://github.com/open-mmlab/mmgeneration/blob/master/configs/wgan-gp) (2 ckpts)