ResearchBenchmarksCoding on LiveCodeBench (Acc, PCE, ECE)Coding on LiveCodeBench (Acc, PCE, ECE)Follow38.9Accuracy (Acc)RLCM32.34834.04935.7537.451Apr 25, 2026Evaluation resultsMethodMethodLinksAccuracy (Acc)PCEECERLCMConf.=probeConf.=probe2026.0438.955.1GRPOConf.=probeConf.=probe2026.04380.413C^2GSPGConf.=logitsConf.=logits2026.0437.449.949.9RLCRConf.=verbalConf.=verbal2026.0436.121.821.8BaseConf.=probeConf.=probe2026.0432.618.218.2