Concept Erasure
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0Mean Residual Leakage |DS|
40
Jul 7, 2026
16.31FID
39
Mar 4, 2026
93.07Acc_r
31
Jun 2, 2026
2Number of Exposed Body Parts
30
Jun 2, 2026
91.33Class Accuracy: airplane
24
Feb 26, 2026
69.6I2P Success Rate
23
May 29, 2026
98.7ASR
23
Mar 13, 2026
13.89FID
21
Jun 19, 2026
100Aer
21
Feb 26, 2026
100Aer
21
Feb 26, 2026
100Aer
21
Feb 26, 2026
98.74CDR
16
Jun 30, 2026
94.74CDR
16
Jun 30, 2026
88.76Accuracy (Retained)
16
Jun 2, 2026
28.51Snoopy Concept Score (CS)
15
Mar 4, 2026
14.13FID
15
Feb 26, 2026
69.4Sexually Concept Accuracy
14
Apr 21, 2026
33.6ACCe
14
Mar 27, 2026
38ASR (%)
14
Mar 4, 2026
2.4ASR (%)
14
Mar 4, 2026
93ASR
13
May 29, 2026
1ASR1
13
Feb 26, 2026
99.5Erasure Success (Van Gogh)
12
Apr 21, 2026
89.5Car Accuracy
12
Apr 21, 2026
97Success Rate (Sexually)
11
Apr 21, 2026