Machine Unlearning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
23.5Refusal Rate (Forget)
2
May 27, 2026
32.5Refusal Rate (Forget)
2
May 27, 2026
94Refusal Rate (Forget)
2
May 27, 2026
95.5Refusal Rate (Forget)
2
May 27, 2026
100Refusal Rate (Forget)
2
May 27, 2026
69.15Acc After
2
May 21, 2026
0.056KL Divergence
2
Apr 9, 2026
7.79KL Divergence
2
Apr 9, 2026
2.56KL Divergence
2
Apr 9, 2026
5.76KL Divergence
2
Apr 9, 2026
38.13GPT Score
2
Mar 20, 2026
46.32K16
2
Mar 20, 2026
0Leakage@1 (ES)
2
Feb 26, 2026
1Utility Deletion Capacity
1
Jun 8, 2026
81.2Targeted Accuracy (TA)
1
Jun 4, 2026
85Target Accuracy (TA)
1
Jun 4, 2026
89.08Accuracy After Unlearning
1
May 21, 2026
99.24Accuracy After Unlearning
1
May 21, 2026
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—Primary metric
0
May 15, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Feb 26, 2026