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Contamination Detection on WikiMIA

74.3AUC

Probe w. Real Data

Updated 1mo ago

Evaluation Results

Method	Links
Probe w. Real Data 2024.06		74.3
Probe w. Real Data 2024.06		69.8
Probe w. Synthetic Data 2024.06		69.4
Probe w. Real Data 2024.06		68.1
Probe w. Synthetic Data 2024.06		66.2
Smaller Model 2024.06		65.8
Smaller Model 2024.06		65.5
Lowercased Text 2024.06		64.7
Loss Attack 2024.06		63.9
Zlib Compression 2024.06		63.8
Min-K% Prob 2024.06		63.2
Loss Attack 2024.06		63
Zlib Compression 2024.06		62.9
Probe w. Real Data (LoRA) 2024.06		62.7
Min-K% Prob 2024.06		62.7
Neighbor Attack 2024.06		62.1
Lowercased Text 2024.06		61.6
Neighbor Attack 2024.06		58.5
Zlib Compression 2024.06		56.7
Loss Attack 2024.06		55.7
Min-K% Prob 2024.06		52.9
Lowercased Text 2024.06		49.8
Neighbor Attack 2024.06		48.8