This very entertaining new film from Wes Anderson is a step up from the uneven The Life Aquatic with Steve Zissou, although it never reaches the heights of the extraordinary The Royal Tenenbaums. The visuals are splendid – not only the breathtaking photography of India, where most of the film is set, but also Anderson’s unique cartoon-geometric composition and editing. It’s a brightly colored delight to watch. And with Anderson’s already justly renowned taste in music, the soundtrack is, not surprisingly, a treat.

Most of the acting too is very fine – particularly Owen Wilson and Jason Schwartzmann as two of three tragicomically dysfunctional brothers staging a reunion on the train that gives the film its title. Adrien Brody, the third brother, is sometimes too mannered and self-conscious, an easy trap to fall into when playing Anderson’s heavily whimsical, minimalist material. Wilson and Schwartzmann, as previously initiated members of the Anderson stock company, appear far more at ease, and devise something approaching three-dimensional – and often very funny – characters. Anjelica Huston (as the trio’s mother, now a nun!) and Waris Ahluwalia (as the train’s no-nonsense Chief Steward) are two of the standouts in a great supporting cast.

But even though this movie only runs about 90 minutes, it feels longer, unlike the nearly-two-hour Tenenbaums. I would attribute this to an imbalance of charm, of which there is almost too much, and narrative and emotional resonance, both in rather short supply – despite such inventive bits as a beautifully executed flashback (moving from one funeral to another) that is also a dramatization of the Schwartzmann character’s autobiographical short story.

Imperfect as it is, The Darjeeling Limited is well worth seeing, as is Anderson’s prequel short film, Hotel Chevalier, viewable free on iTunes. Featuring Schwartzmann and Natalie Portman in an extended deadpan, bitterly comic romantic vignette, it was shown before the feature at the New York Film Festival screening, and each of the two films makes the other better, more satisfying.

It’s good to have this gifted young American filmmaker back on the screen, even with something less than a masterpiece. No doubt he’ll give us more of those in seasons to come.