ResearchBenchmarksOOD detection on News CategoryFollow82.04AccuracyCFC59.243265.161671.0876.9984Dec 18, 2025Evaluation ResultsMethodMethodLinksAccuracyCFCMode=Fine-tunedMode=Fine-tuned2025.1282.04KNNMode=Fine-tunedMode=Fine-tuned2025.1276.2VimMode=Fine-tunedMode=Fine-tuned2025.1275.33ReActMode=Fine-tunedMode=Fine-tuned2025.1272.16Energy-basedMode=Fine-tunedMode=Fine-tuned2025.1271.89GradNormMode=Fine-tunedMode=Fine-tuned2025.1271.33mspMode=Fine-tunedMode=Fine-tuned2025.1271.07DICEMode=Fine-tunedMode=Fine-tuned2025.1264.32KLMMode=Fine-tunedMode=Fine-tuned2025.1260.12