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Pre-training Data Detection on ArxivMIA CS

67.3AUC

Probe w. Synthetic Data

Updated 4d ago

Evaluation Results

Method	Links
Probe w. Synthetic Data 2024.06		67.3
Probe w. Real Data 2024.06		67.2
Probe w. Synthetic Data 2024.06		64.3
Probe w. Real Data 2024.06		63.7
Neighbor Attack 2024.06		59.3
Neighbor Attack 2024.06		59.3
Smaller Model 2024.06		55.9
Smaller Model 2024.06		54.9
Loss Attack 2024.06		51.4
Min-K% Prob 2024.06		50.2
Lowercased Text 2024.06		47.8
Loss Attack 2024.06		45.3
Min-K% Prob 2024.06		45
Lowercased Text 2024.06		43.8
Zlib Compression 2024.06		40.4
Zlib Compression 2024.06		38