ResearchBenchmarksText to Text on ESNLI (test)Follow80.6Accuracy (ESNLI Test)POME59.865.270.676Apr 5, 2026Evaluation ResultsMethodMethodLinksAccuracy (ESNLI Test)POMERuntime (min)=24.7Runtime (min)=24.72026.0480.6SIFTRuntime (min)=51.3Runtime (min)=51.32026.0480.4BLURRuntime (min)=46.1Runtime (min)=46.12026.0480.1MuonRuntime (min)=47.9Runtime (min)=47.92026.0479.9AdamWRuntime (min)=44.6Runtime (min)=44.62026.0478.9Base2026.0460.6