Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 23 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Reference Manifold Dog (test)

19.01Precision

5

Feb 26, 2026

Reference Manifold Cat (test)

0.231Precision

5

Feb 26, 2026

Reference Manifold Car (test)

16.73Precision

5

Feb 26, 2026

Generated Concepts Person SDXL (test)

33.61FID

5

Feb 26, 2026

SDXL Generated Concepts Monster (test)

95.05FID

5

Feb 26, 2026

Generated Concepts Dog SDXL (test)

24.06FID

5

Feb 26, 2026

SDXL Generated Concepts Cat (test)

19.72FID

5

Feb 26, 2026

Generated Concepts Car SDXL (test)

25.48FID

5

Feb 26, 2026

ImageNet (train)

1.37FID

5

Feb 26, 2026

MSCOCO 2017 (val)

30.25IS

5

Feb 26, 2026

LUNA16 Masked region

25.148FID

5

Feb 26, 2026

LUNA16 Full Image

40.086FID

5

Feb 26, 2026

512x512 Resolution

StreamFlow (xformer+taesd+VFB+1-step)

10.83FPS

5

Feb 26, 2026

LSUN-Bedroom 256 x 256 (test val)

DeMe (After Merge)

5.84FID

5

Feb 26, 2026

31.9CLIP Score

5

Feb 26, 2026

Chest X-ray (CXR) LDM stage (test)

16.5FID

5

Feb 26, 2026

0.64CLIP Sim (T1)

5

Feb 26, 2026

ImageWoof 10 classes (100 images per class)

81.1FID

5

Feb 26, 2026

Custom image variation sourced from DreamBooth, Interactive Video Stylization, Google, and Behance (test)

13.2KID

5

Feb 26, 2026

iNaturalist 2019 (val)

SG2+ADA+Noise+NoisyTwins

11.46FID

5

Feb 26, 2026

SG2+DiffAug+Noise+NoisyTwins

17.74FID

5

Feb 26, 2026

11.7FID

5

Feb 26, 2026

2.99NLL

5

Feb 26, 2026

FFHQ 5K synthesized images and 5K real images

17.9FID

5

Feb 26, 2026

CARLA 128^2 (train)

10.4FID

5

Feb 26, 2026

Page 23 of 36

Popular datasets

ImageNet CIFAR FFHQ LSUN CelebA

Follow for updates

Join SOTA2 Contact