ONE PAPER. ONE INSIGHT. #09
➡️ Sparse labels become more useful when the model uses structure present in the data.
Object-based methods reduced fragmentation while keeping accuracy.
Why it matters: More labels aren’t always the answer. Using context can be just as important.
Leonhardt et al., 2026
