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Text Alignment research benchmarks · SOTA2 Research

Text Alignment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1.54Average Ranking

12

Mar 18, 2026

MusicEval (test)

DeRA-MOS (Full)

0.028MSE

8

Jun 11, 2026

CustomConcept101 (test)

Stable Diffusion

81.26CLIP Text Score

7

Feb 26, 2026

Amazon Mechanical Turk (AMT)

Personalized Residuals

81.85Human Preference

5

Feb 26, 2026

TIFA160 (cross-validation)

0.785SRCC

3

Feb 26, 2026

AGIQA-Align (cross-validation)

0.754SRCC

3

Feb 26, 2026

Popular datasets

AGIQA-Align TIFA User Study Amazon Mechanical Turk CustomConcept101

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