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Dataset Inference on The Pile GitHub subset
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P-Value (Members)
Zhang et al. (2024a)
0.6484
3.0217
5.395
7.7683
Jun 23, 2026
P-Value (Members)
P-Value (Non-Members)
Inference Time
Updated 1mo ago
Evaluation Results
Method
Method
Links
P-Value (Members)
P-Value (Non-Members)
Inference Time
Zhang et al. (2024a)
Backbone=Pythia-1b, Id...
2026.06
1
5.42
20.83
NID DI
Backbone=Pythia-1b, Ha...
2026.06
3.31
9.83
21.52
Unlock DI
Backbone=Pythia-1b, Ha...
2026.06
5
1
2,122.37
Zhang et al. (2024a)
Backbone=Pythia-1b, Id...
2026.06
7
6.7
21.18
LLM DI
Backbone=Pythia-1b, Ha...
2026.06
9.79
1.05
20.43
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