ResearchBenchmarksLarge Model Performance Prediction on Architecture pattern shift MoELarge Model Performance Prediction on Architecture pattern shift MoEFollow10.68RMSESTAR10.63810.921511.20511.4885Feb 12, 2026Evaluation resultsMethodMethodLinksRMSEMAEAvg ScoreSRCCKRCCMAE@3%Avg RankTotal ScoreSTARShift Type=Model-side,...Shift Type=Model-side, Scenario=Architecture (MoE)2026.0210.687.699.1989.4381.580.7283.88—PMFShift Type=Model-side,...Shift Type=Model-side, Scenario=Architecture (MoE)2026.0211.018.619.8190.1681.477.7183.09—CPMFShift Type=Model-side,...Shift Type=Model-side, Scenario=Architecture (MoE)2026.0211.739.5510.6488.0878.572.8979.82—