The 25-year-old caught six passes for 106 yards in his side's NFC championship win over the San Francisco 49ers, including one catch worth 51 yards.
"It irritates the hell out of me when you have guys that constantly want to talk about our receiving corps about how, 'We're average. We're pedestrian,'" Baldwin told USA Today.
"Well, we're going to walk our [butts] to the Super Bowl, pedestrians."
The Seahawks will face the Denver Broncos in the Super Bowl in two weeks' time.