ResearchBenchmarksHallucination monitoring on New York City domainFollow89AUROCHalMit52.662.0571.580.95Jul 21, 2025Evaluation ResultsMethodMethodLinksAUROCAUC-PRF1 ScoreAccuracyHalMitBackbone=Llama3.1Backbone=Llama3.12025.0789828884HalMitBackbone=Llama2Backbone=Llama22025.0788777589SCGBackbone=Llama3.1Backbone=Llama3.12025.0786848786SCGBackbone=Llama2Backbone=Llama22025.0782728582PPBackbone=Llama3.1Backbone=Llama3.12025.0760585253ICLBackbone=Llama2Backbone=Llama22025.0759223275ICLBackbone=Llama3.1Backbone=Llama3.12025.0758646345PPBackbone=Llama2Backbone=Llama22025.0754122174