Precision physics at future colliders requires highly granular calorimeters
to support the Particle Flow Approach for event reconstruction. This article
presents a review of about 10 - 15 years of R\&D, mainly conducted within the
CALICE collaboration, for this novel type of detector. The performance of large
scale prototypes in beam tests validate the technical concept of particle flow
calorimeters. The comparison of test beam data with simulation, of e.g.\
hadronic showers, supports full detector studies and gives deeper insight into
the structure of hadronic cascades than was possible previously.Comment: 55 pages, 83 figures, to appear in Reviews of Modern physic
