Unauthorized Training Data Detection on MIMIR-Wikipedia Laundered (Syn.) GPT-4o rewrite
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Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RefTarget Model=Llama-2, Data Condition=Synthetic (Laundered), Laundry Generator=GPT-4o, Laundry Prompt=rewrite in a lyrical style, ensuring the imagery is vivid2026.04 | 0.603 | 61 | 10 | |
| Min-KTarget Model=Llama-2, Data Condition=Synthetic (Laundered), Laundry Generator=GPT-4o, Laundry Prompt=rewrite in a lyrical style, ensuring the imagery is vivid2026.04 | 0.563 | 57.5 | 4 | |
| RecallTarget Model=Llama-2, Data Condition=Synthetic (Laundered), Laundry Generator=GPT-4o, Laundry Prompt=rewrite in a lyrical style, ensuring the imagery is vivid2026.04 | 0.558 | 56.5 | 0 | |
| LossTarget Model=Llama-2, Data Condition=Synthetic (Laundered), Laundry Generator=GPT-4o, Laundry Prompt=rewrite in a lyrical style, ensuring the imagery is vivid2026.04 | 0.539 | 56.5 | 4 | |
| ZlibTarget Model=Llama-2, Data Condition=Synthetic (Laundered), Laundry Generator=GPT-4o, Laundry Prompt=rewrite in a lyrical style, ensuring the imagery is vivid2026.04 | 0.521 | 53.5 | 8 |