Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Membership Inference on SteamMIA (test)
Loading...
77.94
Accuracy
Small Ref
55.9856
61.6853
67.385
73.0847
Jun 6, 2026
Accuracy
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
Small Ref
Backbone=LLaMA-3.1-8B-...
2026.06
77.94
73.04
MC-PDD
Backbone=LLaMA-3.1-8B-...
2026.06
72.23
75.95
PPL
Backbone=LLaMA-3.1-8B-...
2026.06
71.13
77.07
Lowercase
Backbone=LLaMA-3.1-8B-...
2026.06
70.38
76.02
DC-PDD
Backbone=LLaMA-3.1-8B-...
2026.06
68.77
73.26
Min-K% Prob
Backbone=LLaMA-3.1-8B-...
2026.06
67.82
73.38
Zlib
Backbone=LLaMA-3.1-8B-...
2026.06
63.6
66.44
Min-K%++ Prob
Backbone=LLaMA-3.1-8B-...
2026.06
56.83
57.21
Feedback
Search any
task
Search any
task