SD
Benchmarks
TaskDatasetSOTA resultTrendResults
SD Compression Attack 2.1
95.84Bit Accuracy
8
SD2.1 (Adversarial)
97.58Bit Accuracy
8
SD 3.5
99.93Clean Bit Accuracy
8
SD2.1 SDP 1k prompts
1TPR @ FPR=1e-6 (Clean)
8
SD (synthetic dataset)
0.6Time Consistency Score
8
SD Large 3.5 (test)
98.62Accuracy
7
SD 1.4 (val)
1.744Inference Time (s)
7
SD template memorization 2.0
73.5SSCD
7
SD template memorization 1.4
0.776SSCD
7
SD 1.4 (verbatim memorization)
0.079SSCD
7
SD 16 prompt-reference pairs 2.1 (user study)
49.7Identity Score
6
SD Avg. on Steps 1.4
99.92AUC
6
SD3.5 Medium
0.361HPS-v2.1
6
SD v1.5 (test)
99.96AP
6
SD 1.4 (test)
100AP
6
SD LT 3.5
94.25TASR (%)
6
SD inference efficiency 1.4
3.11Inference Time (s)
5
SD 96⇒672
26.19MAE
5
SD 96⇒192
23.46MAE
5
SD 96⇒96
20.89MAE
5
SD 96⇒48
19.31MAE
5
SD 2
0ERASE FID
5
SD 2
0ERASE FID
5
SD TOA 1.5
100ASR
5
SD200 in-distribution
97.3Accuracy
5