ResearchBenchmarksAI-generated video detection on I2VGENAI-generated video detection on I2VGENFollow97.4AccuracySpecSem-Net41.34455.89770.4585.003May 17, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScoreAPSpecSem-Net2026.0597.496.9399.95DeMamba2026.0595.1694.4399.42ResNet502026.0595.1293.7699.88VideoMae2026.0577.9765.1291.91Qwen-2.52026.0576.3965.5—FreqNet2026.0572.2777.7385.31D32026.0543.544.7149.63