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Image Generation On Celeba Hq 1024X1024

Metrics

FID

Results

Performance results of various models on this benchmark

		Paper Title	Repository
COCO-GAN	9.49	COCO-GAN: Generation by Parts via Conditional Coordinating
HiT-B	8.83	Improved Transformer for High-Resolution GANs
PGGAN	7.3	Progressive Growing of GANs for Improved Quality, Stability, and Variation
Polarity-ProGAN	7.28	Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values
MSG-StyleGAN	6.37	MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks
WaveDiff	5.98	Wavelet Diffusion Models are fast and scalable Image Generators
PG-SWGAN	5.5	Sliced Wasserstein Generative Models
StyleGAN	5.06	A Style-Based Generator Architecture for Generative Adversarial Networks
StyleSwin	4.43	StyleSwin: Transformer-based GAN for High-resolution Image Generation
Efficient-VDVAE	-	Efficient-VDVAE: Less is more

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