Image Generation on Multi-Modal-CelebA-HQ

Metric: LPIPS (lower is better)

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#	Model↕	LPIPS▲	Extra Data	Paper	Date↕	Code
1	TediGAN-A	0.456	No	TediGAN: Text-Guided Diverse Face Image Generati...	2020-12-06	Code
2	TediGAN-B	0.461	No	Towards Open-World Text-Guided Face Image Genera...	2021-04-18	Code
3	AttnGAN	0.512	No	AttnGAN: Fine-Grained Text to Image Generation w...	2017-11-28	Code
4	Unite and Conquer	0.519	No	Unite and Conquer: Plug & Play Multi-Modal Synth...	2022-12-01	Code
5	ControlGAN	0.522	No	Controllable Text-to-Image Generation	2019-09-16	Code
6	DM-GAN	0.544	No	DM-GAN: Dynamic Memory Generative Adversarial Ne...	2019-04-02	Code
7	DFGAN	0.581	No	DF-GAN: A Simple and Effective Baseline for Text...	2020-08-13	Code

#1TediGAN-ASOTA
0.456
LPIPS· 2020-12-06
TediGAN: Text-Guided Diverse Face Image Generation and Manipulation Code
#2TediGAN-B
0.461
LPIPS· 2021-04-18
Towards Open-World Text-Guided Face Image Generation and Manipulation Code
#3AttnGANSOTA
0.512
LPIPS· 2017-11-28
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Code
#4Unite and Conquer
0.519
LPIPS· 2022-12-01
Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models Code
#5ControlGAN
0.522
LPIPS· 2019-09-16
Controllable Text-to-Image Generation Code
#6DM-GAN
0.544
LPIPS· 2019-04-02
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis Code
#7DFGAN
0.581
LPIPS· 2020-08-13
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis Code