LeonardoBenitez

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demo-vision-unlearning-munba

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Evaluation results

• ForgetSet clip score of original model mean (~↑) on Forget set
  self-reported
  29.358
• ForgetSet clip score of original model std (~↓) on Forget set
  self-reported
  2.362
• ForgetSet clip score of learned model mean (~↑) on Forget set
  self-reported
  18.763
• ForgetSet clip score of learned model std (~↓) on Forget set
  self-reported
  2.366
• ForgetSet clip score of unlearned model mean (↓) on Forget set
  self-reported
  28.754
• ForgetSet clip score of unlearned model std (~↓) on Forget set
  self-reported
  2.527
• ForgetSet clip score difference between learned and unlearned mean (↑) on Forget set
  self-reported
  -9.991
• ForgetSet clip score difference between learned and unlearned std (~↓) on Forget set
  self-reported
  3.177
• ForgetSet clip score difference between original and unlearned mean (↑) on Forget set
  self-reported
  0.603
• ForgetSet clip score difference between original and unlearned std (~↓) on Forget set
  self-reported
  2.374
• ForgetSet clip score difference between original and learned mean (↓) on Forget set
  self-reported
  10.594
• ForgetSet clip score difference between original and learned std (~↓) on Forget set
  self-reported
  2.862
• RetainSet clip score of original model mean (~↑) on Forget set
  self-reported
  28.601
• RetainSet clip score of original model std (~↓) on Forget set
  self-reported
  3.216
• RetainSet clip score of learned model mean (~↓) on Forget set
  self-reported
  19.818
• RetainSet clip score of learned model std (~↓) on Forget set
  self-reported
  2.816
• RetainSet clip score of unlearned model mean (↑) on Forget set
  self-reported
  28.423
• RetainSet clip score of unlearned model std (~↓) on Forget set
  self-reported
  3.466
• RetainSet clip score difference between learned and unlearned mean (↓) on Forget set
  self-reported
  -8.605
• RetainSet clip score difference between learned and unlearned std (~↓) on Forget set
  self-reported
  3.878