ResearchBenchmarksCode Peak-Memory Prediction on APPSCode Peak-Memory Prediction on APPSFollow0.96Correlation (rho)DAR0.24240.42870.6150.8013May 20, 2026Evaluation resultsMethodMethodLinksCorrelation (rho)MAE (MB)DARModel=Qwen3-4BModel=Qwen3-4B2026.050.960.0291SFTModel=RLMModel=RLM2026.050.93—SFTModel=Qwen3-4BModel=Qwen3-4B2026.050.930.0295MSEModel=Qwen3-4BModel=Qwen3-4B2026.050.920.0298Value HeadModel=Qwen3-4BModel=Qwen3-4B2026.050.650.306ICLModel=Qwen3-30B-A3BModel=Qwen3-30B-A3B2026.050.3811ICLModel=Qwen3-4BModel=Qwen3-4B2026.050.27346,000