Metric: IS (higher is better)
| # | Model↕ | IS▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VDM++ | 190.5 | No | - | - | - |
| 2 | BIGRoC-gt (Guided-Diffusion) | 169.73 | No | BIGRoC: Boosting Image Generation via a Robust C... | 2021-08-08 | Code |
| 3 | BIGRoC-pl (Guided-Diffusion) | 150.43 | No | BIGRoC: Boosting Image Generation via a Robust C... | 2021-08-08 | Code |
| 4 | RIN | 144.1 | No | Scalable Adaptive Computation for Iterative Gene... | 2022-12-22 | Code |
| 5 | BigGAN-deep | 124.5 | No | Large Scale GAN Training for High Fidelity Natur... | 2018-09-28 | Code |
| 6 | LeCAM + DA | 108 | No | Regularizing Generative Adversarial Networks und... | 2021-04-07 | Code |
| 7 | DiffAugment-BigGAN | 100.8 | No | Differentiable Augmentation for Data-Efficient G... | 2020-06-18 | Code |
| 8 | BigGAN | 98.8 | No | Large Scale GAN Training for High Fidelity Natur... | 2018-09-28 | Code |
| 9 | PGMGAN | 23.31 | No | Partition-Guided GANs | 2021-04-02 | Code |