Andrew Garfield and Emma Stone were spotted filming extra "Amazing Spider-Man 2" scenes in NYC, and the dating pair looked cold! Emma Stone, who plays Gwen Stacy in "The Amazing Spider-Man 2," kept warm in a fur jacket, and boyfriend Andrew Garfield wore a red beanie on set.

According to Perez Hilton, Andrew Garfield and Emma Stone were spotted shooting extra scenes for "The Amazing Spider-Man 2" in NYC Sunday afternoon. Andrew Garfield was filming a scene in a red beanie, jeans, and a hoodie, while Emma Stone kept warm off-screen in a puffy black jacket with a fur-trimmed hood and beige scarf in the frigid NYC winter. Despite the cold, Andrew Garfield's now-blonde girlfriend wore a big smile.

Check out the pictures of Andrew Garfield and Emma Stone on "The Amazing Spider-Man 2" set this weekend here!

Andy and his girlfriend were last spotted learning how to surf together in very different temperatures: tropical Hawaii. Emma Stone is filming a new Cameron Crow movie in Oahu, Hawaii, starring Bradley Cooper and Danny McBride, TMZ reports. Stone, 25, and Garfield, 30, were spotted taking surfing lessons together in Hawaii on Sunday, Jan. 5.

Emma and Andrew have been dating since they met on the "Amazing Spider-Man" set in 2011. The couple share an apartment in NYC.

"The Amazing Spider-Man 2" hits theaters May 2, 2014.