It seems droves of superhero fans can't wait for "The Avengers" to assemble.

A recent poll byFandango surveyed thousands of moviegoers about the flicks they want to see the most this summer -- and it should be no surprise that "The Avengers" was a central focus.

The movie, which was partially filmed in Cleveland last summer, topped the list for men at 31 percent, but the action-movie ranked second for women just behind "Snow White and the Huntsman" with 22 percent.

Photos: 'The Avengers' movie premiere

Earlier this week, Marvel unleashed a new clip featuring Captain America and Thor in a fight sequence that had been filmed entirely on E. 9th Street.

Although the world premiere was held last week in Hollywood, "The Avengers" will be released nationwide on May 4. Many local theaters have already listed midnight screenings for the movie.

The Hollywood Reporterindicates that box office analysts anticipate "The Avengers" could boast the biggest opening weekend of all time based on its mass appeal.

According to Fandango moviegoers, below are the top picks among men and women:

Men's Picks for Most Anticipated Summer Movie:

1. "The Avengers" 31%
2. "The Dark Knight Rises" 23%
3. "The Bourne Legacy" 14%
4. "Men in Black 3" 8%
5. "Prometheus" 7%

Women's Picks for Most Anticipated Summer Movie:

1. "Snow White and the Huntsman" 22%
2. "The Avengers" 16%
3. "Men in Black 3" 13%
4. "The Dark Knight Rises" 10%
5. "Dark Shadows" 8%