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This research performs a comparative analysis of performance of EfficientNetB0 and ResNet50V2 in detecting deepfakes. The comparative analysis includes examining the intra-dataset and cross-dataset performance, along with the performance of these architectures when trained on combination of two datasetsdoi:10.5281/zenodo.4926252 fatcat:mqahrxwymzcdzki7o4hppeu5vi