PinPoint is a deterministic point selector that replaces naive sampling with stable interior points, raising cIoU by 12-18 points on RefCOCO/+/g and matching supervised/RL methods without any training.
Ruiqi Wang and Hao Zhang
1 Pith paper cite this work, alongside 15 external citations. Polarity classification is still indexing.
1
Pith paper citing it
15
external citations · OpenAlex
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
PinPoint: Prompting with Informative Interior Points
PinPoint is a deterministic point selector that replaces naive sampling with stable interior points, raising cIoU by 12-18 points on RefCOCO/+/g and matching supervised/RL methods without any training.