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Image Generation

Benchmark List

All benchmarks related to this task

25-imagenet-128x128

Best model: LeCAM + DA

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Best model: Stylegan2-ada (NVIDIA pre-trained)

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Best model: Vision-aided GAN

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Best model: Diffusion InsGen

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Best model: Polarity-StyleGAN3

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Best model: GAUDI

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binarized-mnist

Best model: CR-NVAE

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Best model: StyleGAN2 + DA + RLC (Ours)

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Best model: U-Net GAN

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Best model: StyleSwin

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Best model: Diffusion StyleGAN2

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Best model: DDPM

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celeba-hq-1024x1024

Best model: StyleSwin

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celeba-hq-128x128

Best model: U-Net GAN

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celeba-hq-256x256

Best model: BOSS

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celeba-hq-512x512

Best model: WaveDiff

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celeba-hq-64x64

Best model: COCO-GAN

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Best model: GMem

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cifar-10-10-data

Best model: DiffAugment-StyleGAN2

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cifar-10-20-data

Best model: DiffAugment-StyleGAN2

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Best model: LeCAM (StyleGAN2 + ADA)

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Best model: Projected GAN

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cityscapes-25k-256x512

Best model: SB-GAN

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cityscapes-5k-256x512

Best model: SB-GAN

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Best model: Projected GAN

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Best model: Projected GAN

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Best model: Spiking-Diffusion

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Best model: GLF+perceptual loss (ours)

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Best model: Anycost GAN

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ffhq-1024-x-1024

Best model: StyleSAN-XL

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Best model: DDPM-IP

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Best model: Anycost GAN

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Best model: StyleGAN-XL

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Best model: SiDA-EDM

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ffhq-64x64-4x-upscaling

Best model: PFGM++

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Best model: Alias-Free-R

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imagenet-128x128

Best model: ADM-G

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imagenet-256x256

Best model: xAR-H

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imagenet-256x256-1-labeled-data

Best model: DPT

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Best model: PaGoDA

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imagenet-512x512

Best model: EDM2- XXL Autoguidance (M, T /3.5)

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Best model: CTM (NFE 1)

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inaturalist-2019

Best model: StyeGAN2 + NoisyTwins

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indian-celebs-256-x-256

Best model: MSG-StyleGAN

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landscapes-256-x-256

Best model: CIPS

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Best model: pix2pix

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Best model: BigGAN + gSR

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Best model: StyleGAN

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lsun-bedroom-128-x-128

Best model: LadaGAN

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lsun-bedroom-256-x-256

Best model: Diffusion ProjectedGAN

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lsun-bedroom-64-x-64

Best model: WGAN-GP + TTUR + Alex-Adam

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lsun-car-256-x-256

Best model: StyleGAN2

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lsun-car-512-x-384

Best model: Polarity-StyleGAN2

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lsun-cat-256-x-256

Best model: Projected GAN

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lsun-churches-256-x-256

Best model: BOSS

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lsun-horse-256-x-256

Best model: StyleGAN2

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lsun-tower-64x64

Best model: DDPM-IP

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Best model: Transition Matrix

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Best model: GENESIS

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oxford-102-flowers-128x128

Best model: QSNGAN

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oxford-102-flowers-256-x-256

Best model: Projected GAN

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Best model: SinDiffusion

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pokemon-1024x1024

Best model: StyleGAN-XL

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pokemon-256x256

Best model: StyleGAN-XL

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Best model: cDR-RS

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satellite-buildings-256-x-256

Best model: CIPS

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satellite-landscapes-256-x-256

Best model: CIPS

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Best model: VAEBM

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Best model: Projected GANs

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Best model: Projected GAN

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1078-people-3d-faces-collection-data

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imagenet-256x256-1-labeled-data-per-class

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imagenet-256x256-2-labeled-data-per-class

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imagenet-256x256-5-labeled-data-per-class

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nasa-perseverance

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