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

Text-to-Image Generation research benchmarks – Page 19 · SOTA2 Research

Text-to-Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

in-house (test)

Nano Banana 2.0

5.39Overall HP Score

9

May 26, 2026

SD v3.5-M (Held-out prompts)

1.627ImageReward

9

May 25, 2026

SD In-domain prompts v3.5-M (train)

23.745PickScore

9

May 25, 2026

27.3FID

9

May 15, 2026

28.49HPS

9

May 13, 2026

99Compositional Score: Single Object

9

Apr 14, 2026

COCO 10K prompts 2014 (karpathy 30K)

30.37HPS

9

Mar 31, 2026

ShareGPT-4o-Image SDXL-Base

35.624CLIP Score

9

Mar 26, 2026

27.75CLIP Score

9

Mar 13, 2026

1.01ImgRwd

9

Mar 4, 2026

0.123Harmful Rate

9

Feb 26, 2026

0.291HPSv2

9

May 21, 2026

Pathological T2I/I2I Merged (test)

484.38FID

9

Feb 27, 2026

0.799DINO Score

9

Feb 26, 2026

67Physics Score

9

Feb 26, 2026

8.54Attribute Shift

9

Feb 26, 2026

Align5000 1.0 (test)

0.325CLIP Score

9

Feb 26, 2026

Affordance-aware Generative Design Evaluation Set

4.08Faithfulness

9

Feb 26, 2026

DeMe (Before Merge)

26.36FID

9

Feb 26, 2026

T2I-CompBench color set

76.32 Objects Exist

9

Feb 26, 2026

31.14FID

9

Feb 26, 2026

MSCOCO 2017 (5k)

20.1FID (5k)

9

Feb 26, 2026

11.78FID

9

Feb 26, 2026

Nemotron-Labs-Diffusion-Image

6.46FID

8

Jun 30, 2026

20 prompts A800 stress frontier 1.0 (val)

20OK Count

8

Jun 30, 2026

Page 19 of 39

Popular datasets

GenEval MS-COCO DrawBench COCO T2I-CompBench

Follow for updates

Join SOTA2 Contact