ResearchBenchmarksFILES on ShellOpsFollow58.3Diff RecallA334.17240.43646.752.964May 8, 2026Evaluation ResultsMethodMethodLinksDiff RecallA3Harness Context=σ-RevealHarness Context=σ-Reveal2026.0558.3A3Harness Context=VanillaHarness Context=Vanilla2026.0553.5GSPO2026.0549.8RetroAgent2026.0549.7LATS2026.0547.9ReACT2026.0544.1GiGPO2026.0543.2HGPO2026.0541.8rStar2026.0535.1