AWhat changed
Created densely segmented natural-scene annotations with object instances, attributes and hierarchical object parts, supporting scene parsing beyond a small predefined object vocabulary.
Scientific scope
Created densely segmented natural-scene annotations with object instances, attributes and hierarchical object parts, supporting scene parsing beyond a small predefined object vocabulary. Reuses LabelMe/SUN/Places images and LabelMe tooling. A single expert annotation protocol improves consistency but does not eliminate ambiguity/noise; the paper reports repeat-label discrepancies. Training-set part annotations are not exhaustive, unlike the stated validation protocol. Natural-scene annotations are not a biomedical dataset contribution.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Reuses LabelMe/SUN/Places images and LabelMe tooling. A single expert annotation protocol improves consistency but does not eliminate ambiguity/noise; the paper reports repeat-label discrepancies. Training-set part annotations are not exhaustive, unlike the stated validation protocol. Natural-scene annotations are not a biomedical dataset contribution.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
Full scientific record · Browse contribution grades · Request a correction