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Stable Diffusion

Benchmarks

Task NameDataset NameSOTA ResultTrend
Text-to-Image GenerationStable Diffusion v1.5
FID (5k)5.03
27
Image WatermarkingStable Diffusion V2.1
Bit Acc.1
20
Text-to-Image GenerationStable Diffusion DrawBench
Time Per Sample0.69
15
Memorization DetectionStable Diffusion v1.4
AUC0.999
13
Concept ErasureStable Diffusion Church object v1.4
ASR11
13
Text-to-Image GenerationStable Diffusion 512x512 v1.5 (test)
HPSv2.10.2482
13
Concept ErasureStable Diffusion Nudity Concept v1.4
ASR 1100
12
Image GenerationStable Diffusion (SD) 1.4
CLIP Score26.35
12
AI-generated image detectionStable Diffusion generator v3.0 (test)
Accuracy83.58
11
AI-generated image detectionStable Diffusion generator v2.1 (test)
Accuracy60.98
11
AI-generated image detectionStable Diffusion generator v1.5 (test)
Accuracy92.3
11
AI-generated image detectionStable Diffusion generator v1.4 (test)
Accuracy95.4
11
Generative Image WatermarkingStable Diffusion Server Scenario v1-5 (test)
CLIP Score0.3669
10
Memorization DetectionStable Diffusion v2.0
AUC0.991
8
Image ImmunizationStable Diffusion V2.0
Feat. Sim. (C)0.694
7
Image ImmunizationStable Diffusion V1.4
Feat. Sim. (C)0.743
7
Image ImmunizationStable Diffusion V2.0 (test)
Feat. Sim. (CLIP)0.694
7
Image ImmunizationStable Diffusion 1.4 (test)
Feat. Sim. (CLIP)0.743
7
AI-generated image detectionStable Diffusion (val)
Accuracy99.79
7
Watermarking EfficiencyStable Diffusion 512x512 (test)
Generation Time (s)2.614
7
Image ImmunizationStable Diffusion v1.5
Feat. Sim. (C)0.744
6
Universal Image ImmunizationStable Diffusion V2.0
Feat. Sim. (C)0.694
6
Universal Image ImmunizationStable Diffusion V1.4
Feat. Sim. C0.743
6
AI Image DetectionStable Diffusion
Accuracy99.79
6
Watermark VerificationStable Diffusion 31
Verification Accuracy (Clean)100
6
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