10-shot image generation on Oxford 102 Flowers
Metric: FID (lower is better)
Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RAT-Diffusion | 9.52 | Yes | Data Extrapolation for Text-to-image Generation ... | 2024-10-02 | Code |
| 2 | VQ-Diffusion-F | 14.1 | Yes | Vector Quantized Diffusion Model for Text-to-Ima... | 2021-11-29 | Code |
| 3 | VQ-Diffusion-B | 14.88 | Yes | Vector Quantized Diffusion Model for Text-to-Ima... | 2021-11-29 | Code |
| 4 | VQ-Diffusion-S | 14.95 | Yes | Vector Quantized Diffusion Model for Text-to-Ima... | 2021-11-29 | Code |
| 5 | RAT-GAN | 16.04 | No | Recurrent Affine Transformation for Text-to-imag... | 2022-04-22 | Code |
| 6 | StackGAN-v2 | 48.68 | No | StackGAN++: Realistic Image Synthesis with Stack... | 2017-10-19 | Code |
| 7 | StackGAN-v1 | 55.28 | No | StackGAN++: Realistic Image Synthesis with Stack... | 2017-10-19 | Code |