ResearchBenchmarksQuality Estimation on En-Hi (test)Follow0.289Pearson Correlation (r)ALOPE-RL0.15380.18890.2240.2591Feb 9, 2026Evaluation ResultsMethodMethodLinksPearson Correlation (r)Spearman Correlation (rho)Kendall Correlation (tau)ALOPE-RLWeak Supervision=w/o W...Weak Supervision=w/o WTAG, Base Model=GEMMA-3-4B2026.020.2890.1790.142ALOPE-RLWeak Supervision=w/ WT...Weak Supervision=w/ WTAG, Base Model=GEMMA-3-4B2026.020.2330.1220.093IFTSetting=Instruction Fi...Setting=Instruction Fine-Tuning, Base Model=GEMMA-3-4B2026.020.1590.1140.08