10-shot image generation on CUB

Metric: FID (lower is better)

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	RAT-Diffusion	6.36	Yes	Data Extrapolation for Text-to-image Generation ...	2024-10-02	Code
2	TLDM	6.72	No	Truncated Diffusion Probabilistic Models and Dif...	2022-02-19	Code
3	Swinv2-Imagen	9.78	No	Swinv2-Imagen: Hierarchical Vision Transformer D...	2022-10-18	-
4	GALIP	10.08	No	GALIP: Generative Adversarial CLIPs for Text-to-...	2023-01-30	Code
5	RAT-GAN	10.21	No	Recurrent Affine Transformation for Text-to-imag...	2022-04-22	Code
6	VQ-Diffusion-F	10.32	Yes	Vector Quantized Diffusion Model for Text-to-Ima...	2021-11-29	Code
7	Lafite	10.48	Yes	LAFITE: Towards Language-Free Training for Text-...	2021-11-27	Code
8	VQ-Diffusion-B	11.94	Yes	Vector Quantized Diffusion Model for Text-to-Ima...	2021-11-29	Code
9	VQ-Diffusion-S	12.97	Yes	Vector Quantized Diffusion Model for Text-to-Ima...	2021-11-29	Code
10	DM-GAN+CL	14.38	No	Improving Text-to-Image Synthesis Using Contrast...	2021-07-06	Code
11	StackGAN-v2	15.3	No	StackGAN++: Realistic Image Synthesis with Stack...	2017-10-19	Code
12	AttnGAN+CL	16.34	No	Improving Text-to-Image Synthesis Using Contrast...	2021-07-06	Code
13	StackGAN-v1	51.89	No	StackGAN++: Realistic Image Synthesis with Stack...	2017-10-19	Code
14	GAWWN	67.22	Yes	Learning What and Where to Draw	2016-10-08	-