I use tiled TIFF with jpeg compression for things like this. You get good compression, support for huge sizes, and wide compatibility. TIFF supports image pyram

I use tiled TIFF with jpeg compression for things like this. You get good compression, support for huge sizes, and wide compatibility. TIFF supports image pyramids too, so you can even get good interactive performance. No direct web browser support is the only big downside :(