Stable Diffusion
Benchmarks
TaskDatasetSOTA resultTrendResults
Stable Diffusion generator v1.5 (test)
92.3Accuracy
11
Stable Diffusion generator v1.4 (test)
95.4Accuracy
11
Stable Diffusion 1.5
0.267CLIP score
10
Stable Diffusion StyleAtt attacks v1.5
93.33Precision
10
Stable Diffusion Server Scenario v1-5 (test)
0.367CLIP Score
10
Stable Diffusion 1.5
99.97AUC (All Steps)
9
Stable Diffusion v1.4
28.51Snoopy CS
8
Stable Diffusion Van Gogh erasure set v1.4
29.21CS (Van Gogh)
8
Stable-diffusion imbalanced (1:10) v3-5
65.04AUC
8
Stable-diffusion imbalanced (1:10) v1-5
66.22AUC
8
Stable-diffusion imbalanced (1:10) v1-4
66.12AUC
8
Stable-diffusion imbalanced (1:10) v1-2
65.98AUC
8
Stable-diffusion balanced v3-5
66.93AUC
8
Stable-diffusion balanced v1-5
65.92AUC
8
Stable-diffusion v1-4 (balanced)
66.23AUC
8
Stable-diffusion v1-2 (balanced)
66.28AUC
8
Stable Diffusion Removal Attacks Worst-Case 2.1
82.1AUC
8
Stable Diffusion VAE-Removal 2.1
1AUC
8
Stable Diffusion Imp-Removal 2.1
82.1AUC
8
Stable Diffusion Forgery Attacks Summary 2-1
100Average AUC
8
Stable Diffusion VAE-Forgery 2-1
1AUC
8
Stable Diffusion Avg-Forgery 2-1
100AUC
8
Stable Diffusion Imp-Forgery 2-1
1AUC
8
Stable Diffusion v2.0
0.991AUC
8
Stable Diffusion 2.0
100TPR (Clean)
8