ResearchBenchmarksCode Generation on MBPP (Accuracy, Steps, TPS, Speedup)Follow37.2AccuracyWINO+36.36836.58436.837.016May 16, 2026Evaluation ResultsMethodMethodLinksAccuracyExecution StepsStep Reduction FactorTokens Per Second (TPS)TPS Speedup FactorWINO+Backbone=LLaDA-8B-Inst...Backbone=LLaDA-8B-Instruct, Shot=0-shot2026.0537.267.533.7964.753.5LLaDABackbone=LLaDA-8B-Inst...Backbone=LLaDA-8B-Instruct, Shot=0-shot2026.0536.4256118.521WINOBackbone=LLaDA-8B-Inst...Backbone=LLaDA-8B-Instruct, Shot=0-shot2026.0536.496.572.6545.392.45