ResearchBenchmarksAI-generated video detection on Kling Frontier Commercial GeneratorsAI-generated video detection on Kling Frontier Commercial GeneratorsFollow92.05AccuracySpecSem-Net51.209261.812172.41583.0179May 17, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScoreAverage PrecisionSpecSem-Net2026.0592.0592.3196.5VideoMAE2026.0583.3383.5892.57ResNet502026.0578.9481.2489.66Qwen-2.52026.0562.7646.21—FreqNet2026.0560.3568.1474.36D32026.0556.8169.0876.95DeMamba2026.0552.7856.7774.72