Model Inversion Attack
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
37Attack Accuracy
60
Mar 4, 2026
93.88Top-1 Acc
35
Feb 26, 2026
100Attack Accuracy
30
Jun 23, 2026
77.27Attack Accuracy
24
Feb 27, 2026
93.93Attack Acc
18
Jun 2, 2026
12.16Queries (M)
15
Feb 26, 2026
91.16Accuracy
12
Jun 2, 2026
80.95Acc@1
12
Feb 26, 2026
97.96Top-1 Accuracy
11
Feb 26, 2026
58.6Attack Accuracy
10
Jun 2, 2026
94.4Attack Accuracy
8
Feb 26, 2026
86.33Top-5 Attack Accuracy
8
Feb 27, 2026
94Top-5 Attack Accuracy
8
Feb 27, 2026
92Top-5 Attack Accuracy
8
Feb 27, 2026
91.16Attack Accuracy
7
Jun 2, 2026
99.9ASR (L2)
5
Jun 23, 2026
100ASR (L2)
5
Jun 23, 2026
100ASR (L2)
5
Jun 23, 2026
0Query Steps (Step 1)
5
Feb 26, 2026
82.71Top-1 Accuracy
4
May 18, 2026
91.02Top-5 Attack Accuracy
4
Feb 27, 2026
1,320.16KNN Distance
4
Feb 26, 2026
0.48Attack Accuracy
4
Feb 26, 2026
0.66Attack Accuracy
4
Feb 26, 2026
82Attack Accuracy
4
Feb 26, 2026