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SotA/Medical/Image Generation/FFHQ 256 x 256

Image Generation on FFHQ 256 x 256

Metric: Recall (higher is better)

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Results

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#Model↕Recall▼Extra DataPaperDate↕Code
1LDM (DINOv2)0.76No---
2Projected-GAN (Official)0.464NoProjected GANs Converge Faster2021-11-01Code
3CLR-GAN0.44No--Code
4LDM (Exposing)0.44NoExposing flaws of generative model evaluation me...2023-06-07Code
5StyleGAN-XL (Exposing)0.43NoExposing flaws of generative model evaluation me...2023-06-07Code
6StyleGAN-XL (DINOv2)0.43NoStyleGAN-XL: Scaling StyleGAN to Large Diverse D...2022-02-01Code
7StyleNAT (Exposing)0.41NoExposing flaws of generative model evaluation me...2023-06-07Code
8StyleNAT (DINOv2)0.41NoStyleNAT: Giving Each Head a New Perspective2022-11-10Code
9StyleSwin (Exposing)0.28NoExposing flaws of generative model evaluation me...2023-06-07Code
10StyleSwin (DINOv2)0.28NoStyleSwin: Transformer-based GAN for High-resolu...2021-12-20Code
11Unleash-Trans (Exposing)0.24NoExposing flaws of generative model evaluation me...2023-06-07Code
12Unleashing Transformers (DINOv2)0.24NoUnleashing Transformers: Parallel Token Predicti...2021-11-24Code
13Efficient-vdVAE (Exposing)0.14NoExposing flaws of generative model evaluation me...2023-06-07Code
14Efficient-VDVAE (DINOv2)0.14NoEfficient-VDVAE: Less is more2022-03-25Code
15InsGen (Exposing)0.13NoExposing flaws of generative model evaluation me...2023-06-07Code
16InsGen (DINOv2)0.13NoData-Efficient Instance Generation from Instance...2021-06-08Code
17Projected-GAN (Exposing)0.07NoExposing flaws of generative model evaluation me...2023-06-07Code
18Projected-GAN (DINOv2)0.07No---
19StyleGAN2-ada (Exposing)0.06NoExposing flaws of generative model evaluation me...2023-06-07Code
20StyleGAN2 + ADA (DINOv2)0.06NoTraining Generative Adversarial Networks with Li...2020-06-11Code