The most important thing for modern texture compression is that the GPU supports it without ever having to decompress - saves VRAM and memory bandwidth. So it's

The most important thing for modern texture compression is that the GPU supports it without ever having to decompress - saves VRAM and memory bandwidth. So it's usually specialized formats like ASTC.