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Attribute Binding research benchmarks · SOTA2 Research

Attribute Binding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

79.8Replace-I2T

11

Mar 27, 2026

89.5Replace Accuracy

11

Mar 27, 2026

72.4Accuracy

9

Mar 12, 2026

95.7Accuracy

9

Mar 12, 2026

39.9Accuracy

9

Mar 12, 2026

T2I-CompBench attribute binding

81.59Color Binding Score

7

May 15, 2026

Pixel Diffusion Models Human Evaluation set

Pixel Diffusion Model

117Human Count

2

Feb 26, 2026

Latent Diffusion Models reasoning evaluation set

0.99CLIPScore

2

Feb 26, 2026

Instance-level attribute binding dataset 250 samples (test)

InstanceDiffusion

54.4Attribute Accuracy (Color)

2

Feb 26, 2026

Popular datasets

SugarCrepe T2I-CompBench VG Instance-level attribute binding dataset Latent Diffusion Models

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