| Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion | | 1.26 | | | | SiD2 | 2024-10-25 |
| PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher | ✓ Link | 1.48 | | | | PaGoDA | 2024-05-23 |
| DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents | ✓ Link | 1.73 | | | | DisCo-Diff | 2024-07-03 |
| []() | | 1.75 | 190.5 | | | VDM++ | |
| StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets | ✓ Link | 1.81 | | | | StyleGAN-XL | 2022-02-01 |
| Polynomial Implicit Neural Representations For Large Diverse Datasets | ✓ Link | 2.08 | | | | Poly-INR | 2023-03-20 |
| BIGRoC: Boosting Image Generation via a Robust Classifier | ✓ Link | 2.53 | 169.73 | | | BIGRoC-gt (Guided-Diffusion) | 2021-08-08 |
| Scalable Adaptive Computation for Iterative Generation | ✓ Link | 2.75 | 144.1 | | | RIN | 2022-12-22 |
| BIGRoC: Boosting Image Generation via a Robust Classifier | ✓ Link | 2.77 | 150.43 | | | BIGRoC-pl (Guided-Diffusion) | 2021-08-08 |
| Diffusion Models Beat GANs on Image Synthesis | ✓ Link | 2.97 | | | | ADM-G | 2021-05-11 |
| Cascaded Diffusion Models for High Fidelity Image Generation | | 3.52 | | | | CDM | 2021-05-30 |
| Normalizing Flows are Capable Generative Models | ✓ Link | 5.03 | | | | TarFlow | 2024-12-09 |
| Large Scale GAN Training for High Fidelity Natural Image Synthesis | ✓ Link | 5.7 | 124.5 | | | BigGAN-deep | 2018-09-28 |
| Regularizing Generative Adversarial Networks under Limited Data | ✓ Link | 6.54 | 108 | | | LeCAM + DA | 2021-04-07 |
| Consistency Regularization for Generative Adversarial Networks | | 6.66 | | | | CR-BigGAN | 2019-10-26 |
| Differentiable Augmentation for Data-Efficient GAN Training | ✓ Link | 6.8 | 100.8 | | | DiffAugment-BigGAN | 2020-06-18 |
| Large Scale GAN Training for High Fidelity Natural Image Synthesis | ✓ Link | 8.7 | 98.8 | | | BigGAN | 2018-09-28 |
| []() | | 9.92 | | 0.27 | 0.42 | PR-BigGAN - Recall | |
| Optimal Budgeted Rejection Sampling for Generative Models | | 11.65 | | 0.27 | 0.46 | BigGAN-OBRS | 2023-11-01 |
| []() | | 20.76 | | 0.31 | 0.28 | PR-BigGAN - Precision | |
| Partition-Guided GANs | ✓ Link | 21.73 | 23.31 | | | PGMGAN | 2021-04-02 |
| Improved Transformer for High-Resolution GANs | ✓ Link | 30.83 | | | | HiT | 2021-06-14 |
| Self-Supervised GANs via Auxiliary Rotation Loss | ✓ Link | 43.87 | | | | SS-GAN (sBN) | 2018-11-27 |