Method / resourcemodel-written summary

Parameter count fell 42.3% to 1.5 M versus baseline.

A claim from A Lightweight Kiwifruit Flower Detection Method Based on an Improved YOLOv11n · 2026

Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Parameter count fell 42.3% to 1.5 M versus baseline.

Taxon
KiwifruitActinidia deliciosat0
Outcome
number of parameterse0
Direction
reducede0
Value
1.5 Me0
Qualifier
42.3%e0
Comparator
baseline YOLOv11ne0

Not reportedMaterialGeneCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleTreatmentSetting

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Actinidia deliciosa
Actinidia deliciosa · TaxonLuis Miguel Bugallo Sánchez ( Lmbuga ) Copyright: GFDL ( GNU Free Documentation License ) Publicada por/ Publish by : Luis Miguel Bugallo Sánchez · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The number of parameters, model weight, and computational cost are reduced to 1.5 M, 3.3 M, and 3.4 GFLOPs, representing decreases of 42.3%, 41.1%, and 46.0% compared to the baseline YOLOv11n, respectively”

✓ located verbatim in the source · abstract, characters 1041–1246
t0

“Kiwifruit Flower”

✓ located verbatim in the source · title, characters 14–30

Title

A Lightweight Kiwifruit Flower Detection Method Based on an Improved YOLOv11n

Jianwei Zhang; Wei Hao; Xu Wang; et al. New Zealand Journal of Crop and Horticultural Science 2026. doi:10.1002/nzc2.70094

Other claims from this paper (9)

Record rev-e65ee5191317dba259e0d8466f3dd3735c7470ea7c2e17c9c70c92bd0075ad14 · schema claims-v0.9 · position 5 in the model’s answer