If the Blue Whale is the largest animal that has ever existed, why do TV shows still portray certain dinosaurs as being larger?

So often, history shows portray certain dinosaurs as being ridiculously large. Why? If your show is based on fact, use them. The Blue Whale is the largest animal to have existed. Why exaggerate already awesome Dinosaurs?