ResearchBenchmarksReal-World Anomaly Detection on HIVAU-70k Weighted AverageFollow37.56Error RateTransNet36.512443.583750.65557.7263Mar 18, 2026Evaluation ResultsMethodMethodLinksError RateCorrect RateTransNetSampling Rate (fps)=0.1Sampling Rate (fps)=0.12026.0337.5638.69VSUMMSampling Rate (fps)=0.1Sampling Rate (fps)=0.12026.0358.2553.82UniformSampling Rate (fps)=0.1Sampling Rate (fps)=0.12026.0360.5656.53InfoShotSampling Rate (fps)=0.1Sampling Rate (fps)=0.12026.0363.7560.03