ResearchBenchmarksAgent Trajectory Performance on SWE (test)Agent Trajectory Performance on SWE (test)Follow12.7Pass@1 Accuracy (%)ACTHOOK10.20410.85211.512.148Feb 21, 2026Evaluation resultsMethodMethodLinksPass@1 Accuracy (%)ACTHOOKWatermark Type=Standal...Watermark Type=Standalone, Paraphrase Attack=Yes2026.0212.7ACTHOOKWatermark Type=Context...Watermark Type=Contextual, Paraphrase Attack=None2026.0212.7ACTHOOKWatermark Type=Standal...Watermark Type=Standalone, Paraphrase Attack=None2026.0212.3ACTHOOKWatermark Type=Context...Watermark Type=Contextual, Paraphrase Attack=Yes2026.0210.3