Will deepfake detection tools achieve over 99% accuracy on current generation synthetic video by 2028?

Deepfake detection technology has been improving rapidly, with significant advancements seen in frameworks like Google's MediaPipe and existing benchmarks indicating that accuracy rates have approached the mid-90s range. However, as generative models evolve, the synthetic videos created may also become more sophisticated, potentially outpacing detection efforts. Current evaluations by the DeepFake Detection Challenge show that while tools achieve high accuracy, they often falter against more complex, nuanced deepfakes.