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Papers Benchmarks Datasets Tasks

Stable Diffusion dataset and benchmarks – Page 5 · SOTA2 Research

Research Datasets

Stable Diffusion

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Model Lineage Attestation

Stable Diffusion

100TPR (Dreambooth)

4

Memorization Mitigation

Stable Diffusion memorized images v2.0 (test)

0.87SSCDOrig Score

3

Zero-bit detection

Stable Diffusion v2

154.6Identity Score

3

Multi-bit decoding

Stable Diffusion v2

222Identity Score

3

Adversarial Attack on AIGI Detectors

Stable Diffusion v1.5

97.7ASR

3

Adversarial Attack on AIGI Detectors

Stable Diffusion v1.4

97.4ASR

3

Watermarked Image Quality Assessment

Stable Diffusion

100SSIM

3

Text-to-Image Generation

Stable Diffusion Large 8B

0.909CLIP Score

2

Watermark Verification

Stable Diffusion

0.973AUC (1 Attack)

2

Text-to-Image Generation

Stable Diffusion

44.16FID

2

Page 5 of 5

Popular tasks

Text-to-Image Generation Watermark Detection Membership Inference Backdoor Detection AI-generated image detection

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