10-shot image generation on CUB

Metric: Inception score (higher is better)

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#	Model↕	Inception score▼	Extra Data	Paper	Date↕	Code
1	Swinv2-Imagen	8.44	No	Swinv2-Imagen: Hierarchical Vision Transformer D...	2022-10-18	-
2	RAT-Diffusion	6.56	Yes	Data Extrapolation for Text-to-image Generation ...	2024-10-02	Code
3	Lafite	5.97	Yes	LAFITE: Towards Language-Free Training for Text-...	2021-11-27	Code
4	RAT-GAN	5.36	No	Recurrent Affine Transformation for Text-to-imag...	2022-04-22	Code
5	DF-GAN	4.86	No	DF-GAN: A Simple and Effective Baseline for Text...	2020-08-13	Code
6	DM-GAN+CL	4.77	No	Improving Text-to-Image Synthesis Using Contrast...	2021-07-06	Code
7	DM-GAN+CL	4.77	No	Improving Text-to-Image Synthesis Using Contrast...	2021-07-06	Code
8	Attention-driven Generator (perceptual loss)	4.58	No	Controllable Text-to-Image Generation	2019-09-16	Code
9	MirrorGAN	4.56	No	MirrorGAN: Learning Text-to-image Generation by ...	2019-03-14	Code
10	AttnGAN+CL	4.42	No	Improving Text-to-Image Synthesis Using Contrast...	2021-07-06	Code
11	AttnGAN	4.36	No	AttnGAN: Fine-Grained Text to Image Generation w...	2017-11-28	Code
12	StackGAN-v2	3.82	No	StackGAN++: Realistic Image Synthesis with Stack...	2017-10-19	Code
13	StackGAN-v1	3.7	No	StackGAN++: Realistic Image Synthesis with Stack...	2017-10-19	Code
14	StackGAN	3.7	No	StackGAN: Text to Photo-realistic Image Synthesi...	2016-12-10	Code
15	GAWWN	3.62	Yes	Learning What and Where to Draw	2016-10-08	-