Privacy and Utility Evaluation on PasswordEval benchmark leaderboard · SOTA2 Research

Privacy and Utility Evaluation on PasswordEval

100Privacy ScoreRANA

Evaluation Results

Method	Links
RANA2026.02		100	65.45
RANA2026.02		100	65.45
RANA2026.02		99.85	70.55
RANA2026.02		99.85	70.55
RANA2026.02		99.82	67.85
RANA2026.02		99.82	67.85
RANA2026.02		99.49	48.7
RANA2026.02		99.49	48.7
RANA2026.02		98.23	50.8
RANA2026.02		98.23	50.8
Staged Decoding2026.02		93.07	83.05
Staged Decoding2026.02		93.07	83.05
RANA2026.02		92.68	56.7
RANA2026.02		92.68	56.7
Staged Decoding2026.02		90.43	49.85
Staged Decoding2026.02		90.43	49.85
Staged Decoding2026.02		85.11	80.55
Staged Decoding2026.02		85.11	80.55
Baseline2026.02		74.41	48.7
Baseline2026.02		74.41	48.7
Staged Decoding2026.02		54.13	61.55
Staged Decoding2026.02		54.13	61.55
Staged Decoding2026.02		51.68	59.8
Staged Decoding2026.02		51.68	59.8
Baseline2026.02		42.13	56
Baseline2026.02		42.13	56
Baseline2026.02		41.16	78.35
Baseline2026.02		41.16	73.25
Baseline2026.02		41.16	78.35
Baseline2026.02		41.16	73.25
Baseline2026.02		41.11	80.05
Baseline2026.02		41.11	80.05
Baseline2026.02		27.14	64.35
Baseline2026.02		27.14	64.35
Staged Decoding2026.02		22.6	57
Staged Decoding2026.02		22.6	57