Question Answering on MMLU (Subject Scores) benchmark leaderboard · SOTA2 Research

Question Answering on MMLU (Subject Scores)

96Algebra ScoreNo Attack

Evaluation Results

Method	Links
No Attack2025.10		96	93	77	94	89	90
No Attack2025.10		96	92	75	94	87	89
BPD (Ours)2025.10		94	92	74	93	87	88
BPD (Ours)2025.10		93	90	75	92	88	88
G-Safeguard2025.10		93	91	72	88	86	86
Single LLM2025.10		92	89	71	85	81	84
AGENTXPOSED2025.10		92	88	72	91	84	85
G-Safeguard2025.10		91	87	71	91	87	85
AGENTXPOSED2025.10		90	89	71	87	85	84
Challenger2025.10		89	86	69	86	84	83
Challenger2025.10		88	87	70	84	83	82
Inspector2025.10		88	88	71	87	83	83
Attack2025.10		87	85	69	83	81	81
Inspector2025.10		85	86	68	84	80	81
Attack2025.10		80	83	68	81	78	78