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Papers Benchmarks Datasets Tasks

Text-to-Image Generation research benchmarks – Page 6 · SOTA2 Research

Text-to-Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

88.55DPG Score

26

Jun 30, 2026

22.1FID

26

Feb 26, 2026

DeMe (Before Merge)

30.02CLIP Score

26

Feb 26, 2026

UNIGENBENCH (test)

92.48Overall Score

25

Apr 21, 2026

34.7CLIPScore

25

Feb 27, 2026

COCO 2014 (test)

3.22FID

25

Feb 26, 2026

COCO truck concept 'a photo of a truck' prompt (test)

19.5BRISQUE

24

May 21, 2026

88.2Alignment Score

24

Apr 15, 2026

86.58DPGBench Overall Score

24

Mar 23, 2026

17.84FID

24

Mar 13, 2026

SDXL 200 prompts (val)

6.85ImageReward

24

Feb 26, 2026

FLUX.1-schnell 1.0 (dev)

1.15Latency (s)

23

Feb 26, 2026

GenEval 1024x1024

0.8Overall Score (GenEval)

23

Mar 31, 2026

Flux-Dev + NoiseShift

19.03FID

23

May 18, 2026

MSCOCO 10k (val)

13.14FID

22

May 27, 2026

0.305HPS

22

May 20, 2026

DrawBench v1.0 (test)

2.55Latency (s)

22

Mar 5, 2026

NegGenBench (test)

100Positive Score

22

Feb 26, 2026

MSCOCO zero-shot 30k

5.76FID (MSCOCO 30k, zero-shot)

22

Mar 4, 2026

98ASR

21

Jul 8, 2026

0.96ASR

21

Jul 8, 2026

76ASR

21

Jul 8, 2026

47ASR

21

Jul 8, 2026

MS-COCO Unseen Concepts

17.64FID

21

Jun 24, 2026

90GenEval Score

21

Jun 11, 2026

Page 6 of 39

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