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Papers Benchmarks Datasets Tasks

SDXL dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

SDXL

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text-to-Image Backdoor Attack

SDXL TOA

100ASR (%)

5

SDXL-Turbo

22.49PSNR

5

Attribute Control

SDXL

2.76CLIP Difference (Age)

4

Concept Switching

SDXL RELAION captions

71Horse Source CS Rate

4

NSFW image classification

SDXL T2I OOD

74.48Accuracy

4

Subject-driven Image Generation

SDXL Evaluation Set

0.561Image Score

4

Subject-driven Image Generation

SDXL

82.8Identity Score

3

Image Generation

SDXL 30% sparsity

1,379.4Latency (ms)

3

Text-to-Image Backdoor Attack

SDXL TSA

100ASR

3

Text-to-Image Backdoor Attack

SDXL TPA

94.23ASR

3

Identity Customization

SDXL

0.454Similarity

2

Fingerprint Verification

SDXL

—Primary metric

0

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Popular tasks

Text-to-Image Generation Synthetic Image Detection Text-to-Image Backdoor Attack Image Generation Subject-driven image generation

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