View: List Claim type Research area Organism Taxon as written Decade Paper Method / resource observed original result positive measured Claim · model-written summary
CPD-YOLO generalization showed a 0.55 % mAP decrease .
Not reported Comparator
Verbatim
e0 “the CPD-YOLO model had superior generalization capability, with a 1.30 % decrease in F1-score and a 0.55 % decrease in mAP. ”
✓ located verbatim in the source · abstract, characters 1287–1410 t0 “cotton pests and diseases ”
✓ located verbatim in the source · title, characters 48–73 Other claims from this paper (7) Method / resource observed original result positive measured Claim · model-written summary
YOLOv8n-RML shows a 34.5% decrease in GFLOPS for strawberry ripeness detection.
Verbatim
e0 “specifically tailored for strawberry harvesting ”
✓ located verbatim in the source · abstract, characters 79–126 e2 “The YOLOv8n-RML model demonstrates a 48.6% reduction in parameters and a 34.5% decrease in GFLOPS ”
✓ located verbatim in the source · abstract, characters 1002–1099 Other claims from this paper (2) Method / resource observed original result positive measured Claim · model-written summary
CPD-YOLO generalization showed a 1.30 % F1-score decrease .
Not reported Comparator
Verbatim
e0 “the CPD-YOLO model had superior generalization capability, with a 1.30 % decrease in F1-score and a 0.55 % decrease in mAP. ”
✓ located verbatim in the source · abstract, characters 1287–1410 t0 “cotton pests and diseases ”
✓ located verbatim in the source · title, characters 48–73 Other claims from this paper (7) Method / resource observed original result negative measured Claim · model-written summary
YOLOv5_E accuracy shows a 0.9% marginal decrease compared with the original YOLOv5.
marginal decrease e5 the original YOLOv5 e5 Verbatim
e0 “During pineapple cultivation ”
✓ located verbatim in the source · abstract, characters 9–37 e5 “Compared to the original YOLOv5, YOLOv5_E shows a 0.9% marginal decrease in accuracy ”
✓ located verbatim in the source · abstract, characters 1033–1117 Other claims from this paper (10) Method / resource observed original result negative measured Claim · model-written summary
Models with one and four augmentation techniques showed a decrease in performance.
one and four augmentation techniques e0 Verbatim
t0 “Tea Leaf Disease Classification ”
✓ located verbatim in the source · title, characters 83–114 e0 “models with one and four augmentation techniques experience a decrease in performance ”
✓ located verbatim in the source · abstract, characters 889–974 Other claims from this paper (5) Method / resource observed original result negative measured Claim · model-written summary
All four models had a slight accuracy decrease on workstations and mobile devices.
workstation and mobile devices e0 Verbatim
e0 “the four models have a slight accuracy decrease on both workstation and mobile devices ”
✓ located verbatim in the source · abstract, characters 765–851 e1 “Mason model has a highest accuracy of 90.54% ”
✓ located verbatim in the source · abstract, characters 567–611 t0 “Plant Diseases ”
✓ located verbatim in the source · title, characters 40–54 Other claims from this paper (7) Method / resource author interpretation original result positive measured Claim · model-written summary
Feature importance suggests one camera may suffice without a significant accuracy decrease .
without significant decrease e0 Verbatim
e0 “Feature weight importance suggests that one camera may be sufficient for prediction without significant decrease in accuracy ”
✓ located verbatim in the source · abstract, characters 991–1115 t0 “Corn Ear Height Prediction ”
✓ located verbatim in the source · title, characters 10–36 Other claims from this paper (3) Method / resource observed original result positive measured Claim · model-written summary
Model parameters fell from 9,413,574 to 2,297,334, a 75.6% decrease .
number of model parameters e0 a decrease of 75.6% e0 Not reported Taxon
Verbatim
e0 “number of model parameters has been substantially reduced from 9,413,574 in YOLOv11s to 2,297,334 (a decrease of 75.6%) ”
✓ located verbatim in the source · abstract, characters 1931–2050 Other claims from this paper (15) Method / resource observed original result positive measured Claim · model-written summary
Photodiode LEDIF tracked the drought-associated decrease in photochemical quenching (R2 = 0.69).
photochemical quenching e0 Verbatim
e0 “LEDIFphotodiode closely tracked drought responses associated with a decrease in photochemical quenching (R2 = 0.69) ”
✓ located verbatim in the source · abstract, characters 1701–1816 t0 “Polygala myrtifolia
✓ located verbatim in the source · abstract, characters 985–1004 Other claims from this paper (3) Method / resource author interpretation original result positive projected Claim · model-written summary
The authors project direct operating costs will decrease up to 40% with AMS-7.
direct operating costs e0 Verbatim
e0 “a decrease in direct operating costs up to 40 % ”
✓ located verbatim in the source · abstract, characters 1983–2030 t0 “FRUIT TREES ”
✓ located verbatim in the source · title, characters 34–45 Other claims from this paper (7) Lexical search (BM25). All words must match; if nothing does, any word. Organism names also match every spelling of the same organism. No semantic search yet.
Gossypium hirsutumt0_single2.jpg?width=60){kind=small}
Fragaria
Ananas comosus
Zea mays subsp. mays
Polygala myrtifolia