Naruto movie 3 is called Great Excitement! The Animal Panic of Crescent Moon Island! You can read all about it on Wikipedia. Type in Naruto movie 3

There are 11 Naruto movies. They are called:

1. Naruto the Movie: Ninja Clash in the Land of Snow
2. Naruto the Movie: Legend of the Stone of Gelel
3. Naruto the Movie: Guardians of the Crescent Moon Kingdom
4. Naruto Shippuden the Movie
5. Naruto Shippuden the Movie: Bonds
6. Naruto Shippuden the Movie: The Will of Fire
7. Naruto Shippuden the Movie: The Lost Tower
8. Naruto Shippuden the Movie: Blood Prison
9. Road to Ninja: Naruto the Movie
10. The Last: Naruto the Movie
11. Boruto: Naruto the Movie

So far there are five movies about Naruto, three in part 1 and two in part 2, and a third in part 2 is on its way. The movies are:

Naruto the Movie 1 - Snow Princess' Book of Ninja Arts

Naruto the Movie 2 - Great Clash! The Illusionary Ruins at the Depths of the Earth

Naruto the Movie 3 - The Animal Riot of Crescent Moon Island

Naruto the Movie 4 - Shippūden the Movie

Naruto the Movie 5 - Shippūden Movie 2 Bonds

there is also Naruto Movie 6- Shipuden Movie 3 Inheritors of the Will of Fire

another one is coming. it is Shippuden movie 4 The Lost Tower

Acctually, Naruto the movie 5 is out. The 1st movie was Naruto: Ninja Clash in the Land of Snow. The 2nd was Naruto: the Stone of Gelel. The Third was Naruto: The crescent moon island. The 4th was Naruto Shippuden: The movie. But finnaly, the 5th is Naruto Shippuden: Bonds.

So the 5th movie is a naruto shippuden movie

The names of the movies are:

Naruto The Movie 3: Guardians of the Crescent Moon Kingdom

Naruto The Movie 2: Legend of the Stone of Gelel

Naruto The Movie: Ninja Clash In The Land Of Snow