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Multiple-choice Question Answering on MMLU-Pro Zipf 1.1

81.8AccuracyMemBoost
41.96852.30962.6572.991Mar 27, 2026

Evaluation results

MethodLinks
MemBoostMeta-Controller=Qwen3.5-2B2026.0381.8
Qwen3-14B-FP8-dynamic (Oracle)Model Type=Baseline / Oracle2026.0379.9
MemBoostMeta-Controller=Qwen3-4B-Instruct-2507-FP82026.0379.8
MemBoostMeta-Controller=Ministral-3-3B-Instruct-25122026.0379.7
Qwen3-4B-Instruct-2507-FP8Model Type=Baseline2026.0375.6
Ministral-3-3B-Instruct-2512Model Type=Baseline2026.0346.4
Qwen3.5-2BModel Type=Baseline2026.0343.5