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Text-to-Image Alignment research benchmarks – Page 2 · SOTA2 Research

Text-to-Image Alignment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

87.5TIFA

6

Feb 26, 2026

Decomposable-Captions-4k

Evaluate-and-Refine (PW + CA)

90.25Human Preference Score

6

Feb 26, 2026

T2I-CompBench++

37.63Color Alignment Score

5

May 29, 2026

PickScore prompts on FLUX.1

1.764ImageReward Score

5

Apr 10, 2026

DrawBench (test)

0.291CLIP Score

3

Feb 26, 2026

Page 2 of 2

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Pick-a-Pic GenEval T2I-CompBench DPG-Bench PickScore

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