ResearchBenchmarksReasoning and Generative Tasks on MMLU, CMMLU, GSM8k, XSum, and StrategyQA (test)Reasoning and Generative Tasks on MMLU, CMMLU, GSM8k, XSum, and StrategyQA (test)Follow30.77MMLU AccuracyGradMAP25.20626.650528.09529.5395Feb 16, 2026Evaluation resultsMethodMethodLinksMMLU AccuracyCMMLU AccuracyGSM8k AccuracyXSum ScoreStrategyQA AccuracyAverage ScoreGradMAPBackbone=Baichuan2-7B,...Backbone=Baichuan2-7B, Variant=Entry 12026.0230.7748.8911.451.6740.7426.7GradMAPBackbone=Baichuan2-7B,...Backbone=Baichuan2-7B, Variant=Entry 22026.0230.1751.8411.512.1240.7927.2ShortGPTBackbone=Baichuan2-7BBackbone=Baichuan2-7B2026.0228.5940.627.891.6720.1319.78SLEBBackbone=Baichuan2-7BBackbone=Baichuan2-7B2026.0225.4222.360.890.1518.4713.46