Membership Inference Attack on OLMo near-IID Dolma 3 (test) benchmark leaderboard · SOTA2 Research

Membership Inference Attack on OLMo near-IID Dolma 3 (test)

0.723AUCAutoMIA

Evaluation Results

Method	Links
AutoMIA2026.04		0.723	68.8	24
AutoMIA2026.04		0.716	67.8	20.7
MAX 100% RENYI 052026.04		0.716	67.4	21.6
MODIFIED ENTROPY2026.04		0.689	65.3	17.4
PPL2026.04		0.687	65.4	19
MAX 100% RENYI 12026.04		0.676	64.8	13.8
MODIFIED RENYI 052026.04		0.643	62.7	11.4
MAX 100% RENYI 22026.04		0.642	61.8	13
MAX 100% RENYI INF2026.04		0.633	61.2	13.8
MODIFIED RENYI 22026.04		0.609	60.2	9.8
MAX 0% RENYI 052026.04		0.573	57.5	10
MAX 0% RENYI 12026.04		0.562	56.2	10.6
MAX 0% RENYI 22026.04		0.561	56.1	11