ResearchBenchmarksAI-generated video detection on SVDFollow97.42AccuracySpecSem-Net47.843260.714173.58586.4559May 17, 2026Evaluation ResultsMethodMethodLinksAccuracyF1 ScoreAPSpecSem-Net2026.0597.4296.9599.94DeMamba2026.0594.9494.1699.45ResNet502026.0594.7693.2799.75VideoMae2026.0593.3491.5298.36Qwen-2.52026.0573.459.37—FreqNet2026.0572.7278.1787.68D32026.0549.7553.6648.89