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SD prompts dataset and benchmarks · SOTA2 Research

Research Datasets

SD prompts

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Quality Preservation

SD-Prompts (test)

48.95FID

13

Backdoor attack evaluation

SD-Prompts Phrase trigger (in-domain)

99ASR (τ=0.85)

4

Backdoor attack evaluation

SD-Prompts Unicode trigger (in-domain)

98.7ASR (τ=0.85)

4

Backdoor attack evaluation

SD-Prompts Syntactic trigger (in-domain)

99.1ASR ($ au=0.85$)

4

Watermark Verification

SD-Prompts (test)

76.8TPR@1%FPR

4

Stylized Image Generation

SD prompts Stylized results 1.4

10.14Style Loss

4

Popular tasks

Backdoor Attack Evaluation Watermark Verification Stylized Image Generation Quality Preservation

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