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Benchmarks
Multimodal Machine Unlearning on Real Celebrity
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68.89
Classification Accuracy
Vanilla
48.038
53.4515
58.865
64.2785
Feb 21, 2025
Classification Accuracy
ROUGE Score
Factuality Score
Cloze Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Classification Accuracy
ROUGE Score
Factuality Score
Cloze Accuracy
Vanilla
Base Model=LLaVA-13B,...
2025.02
68.89
63.3
7.01
26.8
Prompting
Base Model=LLaVA-13B,...
2025.02
67.72
63.3
6.93
25.76
MANU
Base Model=LLaVA-13B,...
2025.02
59.97
58.5
6.08
22.8
NPO
Base Model=LLaVA-13B,...
2025.02
59.83
57.9
5.86
22.54
KL Minim.
Base Model=LLaVA-13B,...
2025.02
55.29
55.5
5.44
22.15
Grad. Diff
Base Model=LLaVA-13B,...
2025.02
49.25
49.3
4.97
18.34
GA
Base Model=LLaVA-13B,...
2025.02
48.84
44.7
4.56
18.02
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