| Diffusion-GAN: Training GANs with Diffusion | ✓ Link | 6.91 | | | | | Diffusion ProjectedGAN | 2022-06-05 |
| Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation | ✓ Link | 7.71 | 13.43 | | | | UNCSN++ (RVE) + ST | 2021-06-10 |
| A High-Quality Robust Diffusion Framework for Corrupted Dataset | ✓ Link | 11.5 | | | 0.49 | | RDUOT | 2023-11-28 |
| Diffusion-GAN: Training GANs with Diffusion | ✓ Link | 11.53 | | | | | Diffusion StyleGAN2 | 2022-06-05 |
| Enhancing GANs with MMD Neural Architecture Search, PMish Activation Function, and Adaptive Rank Decomposition | ✓ Link | 11.61 | 11.79 | 19.47 | | | MMD-PMish-NAS | 2024-10-23 |
| Enhancing GAN Performance through Neural Architecture Search and Tensor Decomposition | ✓ Link | 12.91 | 11.6 | 19.47 | | | MMD-AdversarialNAS | 2024-03-18 |
| Wavelet Diffusion Models are fast and scalable Image Generators | ✓ Link | 12.93 | | | 0.41 | 4 | WaveDiff | 2022-11-29 |
| Enhancing GAN Performance through Neural Architecture Search and Tensor Decomposition | ✓ Link | 13.06 | 11.28 | 5.35 | | | MMD-AdversarialNAS (Compressed Large) | 2024-03-18 |
| Enhancing GANs with MMD Neural Architecture Search, PMish Activation Function, and Adaptive Rank Decomposition | ✓ Link | 13.07 | 11.85 | 2.78 | | | MMD-PMish-NAS (Compressed) | 2024-10-23 |
| A High-Quality Robust Diffusion Framework for Corrupted Dataset | ✓ Link | 13.07 | | | 0.47 | | RDGAN | 2023-11-28 |
| Enhancing GAN Performance through Neural Architecture Search and Tensor Decomposition | ✓ Link | 14.84 | 11.66 | 1.71 | | | MMD-AdversarialNAS (Compressed Small) | 2024-03-18 |
| Styleformer: Transformer based Generative Adversarial Networks with Style Vector | ✓ Link | 15.17 | 11.01 | | | | Styleformer | 2021-06-13 |
| Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator | ✓ Link | 17.68 | 9.33 | | | | SNGAN-DCD (Latent) | 2020-04-05 |
| TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up | ✓ Link | 18.28 | 10.43 | | | | TransGAN | 2021-02-14 |
| Partition-Guided GANs | ✓ Link | 19.52 | 11.16 | | | | PGMGAN | 2021-04-02 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | ✓ Link | 22.18 | 10.44 | | | | EAGAN (G+D) | 2021-11-30 |
| Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator | ✓ Link | 22.25 | 9.25 | | | | SNGAN-DCD (Pixel) | 2020-04-05 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | ✓ Link | 23.34 | 10.02 | | | | EAGAN (G) | 2021-11-30 |
| Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search | ✓ Link | 25.35 | 9.51 | | | | E2GAN | 2020-07-17 |
| Adaptive Weighted Discriminator for Training Generative Adversarial Networks | ✓ Link | 26.32 | 9.59 | | | | aw-AutoGAN | 2020-12-05 |
| DEGAS: Differentiable Efficient Generator Search | | 28.76 | 9.71 | | | | DEGAS | 2019-12-02 |
| AutoGAN: Neural Architecture Search for Generative Adversarial Networks | ✓ Link | 31.01 | 9.16 | | | | AutoGAN | 2019-08-11 |
| Adaptive Weighted Discriminator for Training Generative Adversarial Networks | ✓ Link | 34.72 | 9.61 | | | | aw-SN-GAN | 2020-12-05 |
| Dist-GAN: An Improved GAN using Distance Constraints | ✓ Link | 36.19 | | | | | Dist-GAN | 2018-03-23 |
| Improving MMD-GAN Training with Repulsive Loss Function | ✓ Link | 37.63 | 9.34 | | | | Improving MMD GAN | 2018-12-24 |
| Spectral Normalization for Generative Adversarial Networks | ✓ Link | 40.1 | 9.10 | | | | SN-GAN | 2018-02-16 |
| Dual Contradistinctive Generative Autoencoder | | 41.9 | 8.1 | | | | DC-VAE | 2020-11-19 |
| ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees | ✓ Link | 46.74 | 8.87 | | | | ProbGAN | 2019-05-01 |
| DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training | | 51.37 | | | | | PeerGAN | 2021-01-19 |
| Quaternion Generative Adversarial Networks | ✓ Link | 59.611 | 4.987 | | | | QSNGAN | 2021-04-19 |
| Dual Discriminator Generative Adversarial Nets | ✓ Link | | 7.98 | | | | D2GAN | 2017-09-12 |