[lifthrasiir]

I don't think a single encoding is generally useful. A good encoding for given application would depend on the value distribution and neighboring data. For example any variable-length scalar encoding would make vectorization much harder.

[flowerthoughts]

Depends if you're optimizing for storage size or code size, and in-memory vs transfer. This encoding was meant to optimize transfer (and perhaps storage.)