ResearchBenchmarksOOD Detection on WaterBirds ID Placesbg OODFollow93.45AUROC∆Energy87.2188.8390.4592.07Oct 13, 2025Evaluation ResultsMethodMethodLinksAUROCFPR95∆Energymode=zero-shotmode=zero-shot2025.1093.4511CSPmode=zero-shotmode=zero-shot2025.1092.8812.07NegLabelmode=zero-shotmode=zero-shot2025.1087.9929.16MCMmode=zero-shotmode=zero-shot2025.1087.4533.62