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Forget Set

Benchmarks

Task NameDataset NameSOTA ResultTrend
Machine Unlearning5% (forget set)
GF193.398
24
Contextual Question Answering5% (forget set)
ROUGE-L91
12
Direct Question Answering5% (forget set)
ROUGE-L Score36
12
Multimodal Machine UnlearningForget-Set 15% forgetting ratio
Class. VQA Accuracy61.45
7
Multimodal Machine Unlearning5% Forget Set (test)
Class Acc36.8
7
Multimodal Machine UnlearningForget Set (5%)
Classification Accuracy44.4
7
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