Why does leave-one-out attribution report that no chunk...

When multiple chunks carry the same information, the leave-one-out method reports zero importance for each individual chunk. To fix this, you can group duplicates and ablate the groups, or use Shapley sampling to distribute credit across the coalition of chunks. The root cause is often the chunker’s overlap setting, which creates redundant information.