Multimodal Machine Unlearning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
48.13Classification Accuracy
35
Mar 18, 2026
62.8Forget Rate
24
Feb 26, 2026
65.4Forget Rate
24
Feb 26, 2026
67Specificity
18
Feb 26, 2026
64.5ASR
18
Feb 26, 2026
64.1ASR
18
Feb 26, 2026
29.6Forget VQA Accuracy
16
May 8, 2026
32.4Forget VQA Accuracy
16
May 8, 2026
40.4Forget VQA Acc
16
May 8, 2026
61.45Class. VQA Accuracy
7
May 12, 2026
68.89Classification Accuracy
7
Feb 26, 2026
36.8Class Acc
7
Feb 26, 2026
44.4Classification Accuracy
7
May 12, 2026