Machine Unlearning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
90Forget Accuracy
14
Feb 26, 2026
86Seen ASR
14
Feb 26, 2026
44.5Unlearning Accuracy
13
Jun 18, 2026
0KL Divergence (t)
13
May 12, 2026
0KL Divergence (Test)
13
May 12, 2026
1.9KL Divergence Target (nats)
13
May 12, 2026
0KL Divergence (t)
13
May 12, 2026
0KL Divergence (Test Set)
13
May 12, 2026
0KL Divergence (Training)
13
May 12, 2026
0.03Time
13
May 12, 2026
0.016Time
13
May 12, 2026
0.02Time
13
May 12, 2026
0.016Time
13
May 12, 2026
0.018Unlearning Time
13
May 12, 2026
35Time (s)
13
Jun 4, 2026
86.9Accuracy ($D_f$)
13
Mar 30, 2026
85.06Accuracy ($D_f$)
13
Mar 30, 2026
39.18PGH
13
Mar 25, 2026
79.04Utility Retention (Au)
13
Mar 10, 2026
94.54Au Score
13
Mar 10, 2026
97.31Au
13
Mar 10, 2026
99.92Acctr (Residual)
13
Feb 26, 2026
100MEM Score
12
Jun 16, 2026
99Activation Score on D'_f
12
Jun 2, 2026
4.9Nudity Generation Rate
12
May 27, 2026