ResearchBenchmarksAggregate Reasoning Performance on OverallFor AI assistantsMarkdownContent indexAggregate Reasoning Performance on OverallFollow93.51AccuracyROM_CSC84.607686.918889.2391.5412Mar 23, 2026Evaluation resultsMethodMethodLinksAccuracySolution LengthSolution ErrorROM_CSCCounterfactual Self-Co...Counterfactual Self-Correction=true2026.0393.511,15912.37EAT2026.0393.471,8436.26L12026.0393.071,3138.1Cut2048max tokens=2048max tokens=20482026.0392.771,8425.79ROM2026.0392.531,4219.14Vanilla2026.0391.722,1975.6Cut1024max tokens=1024max tokens=10242026.0391.291,7435.9Cut512max tokens=512max tokens=5122026.0384.951,6805.83