Stable Diffusion
Benchmarks
TaskDatasetSOTA resultTrendResults
Stable Diffusion 31
100Verification Accuracy (Clean)
6
Stable Diffusion Race
0.175FD
6
Stable Diffusion Age
0.049FD
6
Stable Diffusion Gender
0.046FD
6
Stable Diffusion V1.4
100TPR (Clean)
6
Stable Diffusion 1.5
27.4Cassette Player Score
5
Stable Diffusion XL
100Accuracy
5
Stable Diffusion v2.1
100Accuracy
5
Stable Diffusion v1.4
100Accuracy
5
Stable Diffusion Coherence-Preserving Semantic Injection (CSI) V2
100ASR
5
Stable Diffusion subjected to Regeneration with the Private Model (RPM) V2
100ASR
5
Stable Diffusion Latent Forgery Attack (LFA) V2
100ASR
5
Stable Diffusion PatchAtt attacks v1.5
93.88Precision
5
Stable Diffusion V1.5
90AUC
5
Stable Diffusion V1.4
90AUC
5
Stable Diffusion 3
0.056Latency (s)
4
Stable Diffusion
0.186CLIP Score
4
Stable Diffusion v2.1
100NM/G Score
4
Stable Diffusion 1.4
99.9NM/G Ratio
4
Stable Diffusion direct 2.1 (train)
100TPR@5%FPR (NM/G)
4
Stable Diffusion direct 1.4 (train)
99.9TPR@5%FPR (NM/G)
4
Stable Diffusion Memorized Images v1.4
91SSCDOrig
4
Stable Diffusion 20,000 samples
1,066Affected Parameters (M)
4
Stable Diffusion v1.5
69.6ASR
4
Stable Diffusion v1.4
70.1ASR
4