Concept Unlearning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.012UnlearnDiffAtk
36
Feb 26, 2026
35.23ASR (Erased)
22
Jun 24, 2026
94.85Total Avg. Acc
22
Jun 1, 2026
3FA
21
Jun 11, 2026
61.3FA
21
Jun 11, 2026
86FA
21
Jun 11, 2026
72.4FA
21
Jun 11, 2026
3.1FA
21
Jun 11, 2026
0.83Ring-A-Bell Score
20
Feb 26, 2026
0.001I2P
17
Feb 26, 2026
96.8MMA-Diffusion
16
Feb 26, 2026
0.003P4D
14
Feb 26, 2026
74ASR (Erased)
12
Jun 24, 2026
94.65Unlearning Accuracy
11
Jun 1, 2026
96.8ASR (Erased)
10
Jun 24, 2026
89.1Accuracy (garbage truck)
10
Feb 26, 2026
50Nudity Score
8
Apr 13, 2026
20.07Erase ACC
7
Jun 2, 2026
51.5Target
7
May 26, 2026
68.5Target Score
7
May 26, 2026
85.5Target Success
7
May 26, 2026
65.5Target Metric
7
May 26, 2026
35.7ASR (ORIG)
6
Jun 11, 2026
96.8Score
6
Feb 26, 2026
86.66Aer
6
Feb 26, 2026