ResearchBenchmarksReal-World Anomaly Detection on UCF-Crime HIVAU-70kFollow40.97Error RateTransNet39.831247.518155.20562.8919Mar 18, 2026Evaluation ResultsMethodMethodLinksError RateCorrect RateTransNetSampling Rate (fps)=0.1Sampling Rate (fps)=0.12026.0340.9737.5VSUMMSampling Rate (fps)=0.1Sampling Rate (fps)=0.12026.0365.9762.5UniformSampling Rate (fps)=0.1Sampling Rate (fps)=0.12026.0369.4465.62InfoShotSampling Rate (fps)=0.1Sampling Rate (fps)=0.12026.0369.4466.41