ResearchBenchmarksOOD Detection on OpenOOD Far-OOD ImageNet-1k ID (test)Follow15.58FPR@95DDE13.461627.760842.0656.3592Jun 24, 2026Evaluation ResultsMethodMethodLinksFPR@95AUROCDDEsetting=zero-shotsetting=zero-shot2026.0615.5896.74AdaNegsetting=zero-shotsetting=zero-shot2026.0617.3196.43AdaNDsetting=zero-shotsetting=zero-shot2026.0617.5196.3NegLabelsetting=zero-shotsetting=zero-shot2026.0627.3493.3MCMsetting=zero-shotsetting=zero-shot2026.0668.5484.77