AIGVDBench

A new method for detecting AI-generated video operates directly on the compressed bitstream, reading the motion field already written by the codec instead of decoding pixels. The approach achieves a f…

A new study from arXiv reveals that video pretrained backbones underperform on AI-generated video detection due to excessive spatiotemporal aggregation in their readout layers, which suppresses local …