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Papers Benchmarks Datasets Tasks

Image Customization research benchmarks · SOTA2 Research

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Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DreamBooth Teapot Stable Diffusion 2.0 (test)

0.913CLIP-I

6

Jul 1, 2026

DreamBooth Toy Duck Stable Diffusion 2.0 (test)

0.91CLIP-I

6

Jul 1, 2026

DreamBooth Backpack Stable Diffusion 2.0 (test)

0.925CLIP-I

6

Jul 1, 2026

DreamBooth Clock Stable Diffusion 2.0 (test)

0.92CLIP-I

6

Jul 1, 2026

DreamBooth Dog Stable Diffusion 2.0 (test)

0.9CLIP-I Score

6

Jul 1, 2026

Dreambooth Stable Diffusion 3.0

91Dog CLIP-I Score

6

Jul 1, 2026

User Study Single-concept

3.62Alignment

4

Feb 26, 2026

User Study Multi-concept

4.4Alignment Score

3

Feb 26, 2026

Popular datasets

DreamBooth User Study

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