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Benchmarks
Membership Inference on Average Pythia (train)
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51.4
TPR@1%FPR
AttenMIA (Perturbed)
13.44
23.295
33.15
43.005
Jan 26, 2026
TPR@1%FPR
Updated 4d ago
Evaluation Results
Method
Method
Links
TPR@1%FPR
AttenMIA (Perturbed)
Model Size=6.9b
2026.01
51.4
AttenMIA (Perturbed)
Model Size=2.8b
2026.01
50.4
AttenMIA (Perturbed)
Model Size=1.4b
2026.01
41.6
AttenMIA (Transitional)
Model Size=1.4b
2026.01
34.1
AttenMIA (Transitional)
Model Size=2.8b
2026.01
33.4
AttenMIA (Transitional)
Model Size=6.9b
2026.01
31.9
PPL attack
Model Size=6.9b
2026.01
16.9
PPL attack
Model Size=1.4b
2026.01
16.6
PPL attack
Model Size=2.8b
2026.01
14.9
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