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SotA/Medical/Image Generation/FFHQ 256 x 256

Image Generation on FFHQ 256 x 256

Metric: Precision (higher is better)

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Results

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#Model↕Precision▼Extra DataPaperDate↕Code
1LDM (DINOv2)0.92No---
2Efficient-vdVAE (Exposing)0.86NoExposing flaws of generative model evaluation me...2023-06-07Code
3Efficient-VDVAE (DINOv2)0.86NoEfficient-VDVAE: Less is more2022-03-25Code
4LDM (Exposing)0.81NoExposing flaws of generative model evaluation me...2023-06-07Code
5StyleNAT (Exposing)0.79NoExposing flaws of generative model evaluation me...2023-06-07Code
6StyleSwin (Exposing)0.79NoExposing flaws of generative model evaluation me...2023-06-07Code
7StyleNAT (DINOv2)0.79NoStyleNAT: Giving Each Head a New Perspective2022-11-10Code
8StyleSwin (DINOv2)0.79NoStyleSwin: Transformer-based GAN for High-resolu...2021-12-20Code
9StyleGAN-XL (Exposing)0.77NoExposing flaws of generative model evaluation me...2023-06-07Code
10StyleGAN-XL (DINOv2)0.77NoStyleGAN-XL: Scaling StyleGAN to Large Diverse D...2022-02-01Code
11Unleash-Trans (Exposing)0.76NoExposing flaws of generative model evaluation me...2023-06-07Code
12Unleashing Transformers (DINOv2)0.76NoUnleashing Transformers: Parallel Token Predicti...2021-11-24Code
13CLR-GAN0.71No--Code
14Projected-GAN (Official)0.654NoProjected GANs Converge Faster2021-11-01Code
15InsGen (Exposing)0.64NoExposing flaws of generative model evaluation me...2023-06-07Code
16InsGen (DINOv2)0.64NoData-Efficient Instance Generation from Instance...2021-06-08Code
17StyleGAN2-ada (Exposing)0.59NoExposing flaws of generative model evaluation me...2023-06-07Code
18StyleGAN2 + ADA (DINOv2)0.59NoTraining Generative Adversarial Networks with Li...2020-06-11Code
19Projected-GAN (Exposing)0.57NoExposing flaws of generative model evaluation me...2023-06-07Code
20Projected-GAN (DINOv2)0.57No---