ResearchTasksMultimodal Deepfake DetectionMultimodal Deepfake DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedDeepSpeak in-domain v2 (70%-30%)SIMBA99.79AUC4May 20, 2026FakeAVCeleb (70%-30% in-domain split)SIMBA99.9AUC4May 20, 2026DeepSpeak v2 (Leave-one-out)SIMBA0.953AUC4May 20, 2026FakeAVCeleb (Leave-one-out)Emo-Boosted SIMBA95.3AUC4May 20, 2026