Metric: Inception Score (higher is better)
| # | Model↕ | Inception Score▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MHingeGAN | 14.36 | No | cGANs with Multi-Hinge Loss | 2019-12-09 | Code |
| 2 | DLSM | 11.62 | No | Denoising Likelihood Score Matching for Conditio... | 2022-03-27 | Code |
| 3 | aw-BigGAN | 11.22 | No | Adaptive Weighted Discriminator for Training Gen... | 2020-12-05 | Code |
| 4 | MMD-PMish-NAS | 10.68 | No | - | - | Code |
| 5 | MMD-PMish-NAS (Compressed) | 10.34 | No | - | - | Code |
| 6 | FQ-GAN | 9.74 | No | Feature Quantization Improves GAN Training | 2020-04-05 | Code |
| 7 | aw-SN-GAN | 9.48 | No | Adaptive Weighted Discriminator for Training Gen... | 2020-12-05 | Code |
| 8 | TAC-GAN | 9.34 | No | Twin Auxiliary Classifiers GAN | 2019-07-05 | Code |
| 9 | aw-AutoGAN | 8.9 | No | Adaptive Weighted Discriminator for Training Gen... | 2020-12-05 | Code |
| 10 | aw-SN-GAN | 8.31 | No | Adaptive Weighted Discriminator for Training Gen... | 2020-12-05 | Code |