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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 15 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FFHQ 256x256 (train val)

11.71FID

8

May 22, 2026

1.06gFID

8

May 19, 2026

Tiny ImageNet 64x64 (val)

27.5FID

8

May 18, 2026

ImageNet-1k 256 x 256

22.65FID (sigma=1)

8

May 8, 2026

CIFAR-10 conditional

67.7Precision

8

Apr 29, 2026

Gemini 2.5 Flash Image

55OneIG-Bench EN Score

8

Apr 23, 2026

CelebA Smiling split, rho=1

78.35FID

8

Apr 16, 2026

CelebA (Male split, rho=1.4)

79.76FID

8

Apr 16, 2026

CelebA (Young split, rho=3.5)

$eta$-C-$t^3$VAE

82.61FID

8

Apr 16, 2026

CelebA rho=25 (Mustache)

$eta$-C-$t^3$VAE

95.82FID

8

Apr 16, 2026

CIFAR100-LT (rho=1)

111FID

8

Apr 16, 2026

CIFAR100-LT (rho=10)

$eta$-C-$t^3$VAE

105.92FID

8

Apr 16, 2026

CIFAR100 LT (rho=50)

$eta$-C-$t^3$VAE

102.99FID

8

Apr 16, 2026

CIFAR100 LT (rho=100)

$eta$-C-$t^3$VAE

103.25FID

8

Apr 16, 2026

SVHN-LT (rho=1)

43.48FID

8

Apr 16, 2026

SVHN-LT (rho=10)

$eta$-C-$t^3$VAE

42.01FID

8

Apr 16, 2026

$eta$-C-$t^3$VAE

42.6FID

8

Apr 16, 2026

SVHN-LT rho=100

$eta$-C-$t^3$VAE

44.02FID

8

Apr 16, 2026

CIFAR-10 Mix noise 10% clean 90% noisy (train)

16.2FID

8

Apr 13, 2026

CIFAR-10 Poisson noise 10% clean 90% noisy (train)

14.7FID

8

Apr 13, 2026

CIFAR-10 Gaussian noise 10% clean, 90% noisy (train)

9.8FID

8

Apr 13, 2026

38.16FID

8

Mar 25, 2026

70.39FID

8

Mar 25, 2026

CelebA 256x256 (test)

4.44gFID

8

Jul 3, 2026

MNIST digit '3' (K=100) (test)

0.548Novelty (N)

8

Mar 10, 2026

Page 15 of 36

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