Solanum lycopersicum 297,505 claims

Claim · model-written summary

Tomato served as an intermediate host for PVY, with outcomes varying by virus strain.

Taxon

TomatoSolanum lycopersicume0

Interactor

potato virus YPotato virus Yt0pathogen

Outcome

outcomes varying by virus straine0

Verbatim

t0

“two isolates of potato virus Y”

e0

“Tomato served as an intermediate host, with outcomes varying by virus strain”

Claim · model-written summary

Tomato acted as a sink host for some PVY lineages, resulting in unsuccessful infection in the next passage.

Taxon

TomatoSolanum lycopersicume0

Interactor

potato virus YPotato virus Yt0pathogen

Outcome

unsuccessful infection in the next passagee1

Verbatim

t0

“two isolates of potato virus Y”

e0

“Tomato served as an intermediate host”

e1

“acted as a sink host for some lineages, resulting in unsuccessful infection in the next passage”

Claim · model-written summary

The improved MSW-YOLOv8n-Seg model reached bounding box precision of 90.8% on the test sets for cherry tomato maturity segmentation.

Taxon

cherry tomatoSolanum lycopersicum var. cerasiformet0

Outcome

bounding box precisione0

Value

90.8%e0

Verbatim

t0

“cherry tomato”

e0

“the bounding box precision, recall and mean average precision (mAP)@0.5 of the improved model on the test sets were 90.8%, 86.3% and 83.9% respectively”

Claim · model-written summary

The improved MSW-YOLOv8n-Seg model reached recall of 86.3% on the test sets for cherry tomato maturity segmentation.

Taxon

cherry tomatoSolanum lycopersicum var. cerasiformet0

Outcome

recalle0

Value

86.3%e0

Verbatim

t0

“cherry tomato”

e0

“the bounding box precision, recall and mean average precision (mAP)@0.5 of the improved model on the test sets were 90.8%, 86.3% and 83.9% respectively”

Claim · model-written summary

The improved MSW-YOLOv8n-Seg model reached mean average precision (mAP)@0.5 of 83.9% on the test sets for cherry tomato maturity segmentation.

Taxon

cherry tomatoSolanum lycopersicum var. cerasiformet0

Outcome

mean average precision (mAP)@0.5e0

Value

83.9%e0

Verbatim

t0

“cherry tomato”

e0

“the bounding box precision, recall and mean average precision (mAP)@0.5 of the improved model on the test sets were 90.8%, 86.3% and 83.9% respectively”

Claim · model-written summary

The model size of MSW-YOLOv8n-Seg was 6.0 MB.

Taxon

cherry tomatoSolanum lycopersicum var. cerasiformet0

Outcome

model sizee0

Value

6.0 MBe0

Verbatim

t0

“cherry tomato”

e0

“the model size was 6.0 MB”

Claim · model-written summary

The improved model increased bounding box precision over YOLOv7-Mask, YOLOv8n-Seg, YOLOv9s-Seg, YOLO11n-Seg, Mask R-CNN and Mask2Former by 9.6%, 5.2%, 5.7%, 12.3%, 13.3% and 5.0% respectively.

Taxon

cherry tomatoSolanum lycopersicum var. cerasiformet0

Outcome

bounding box precisione0

Direction

increasede0

Value

9.6%, 5.2%, 5.7%, 12.3%, 13.3% and 5.0%e0

Comparator

YOLOv7-Mask, YOLOv8n-Seg, YOLOv9s-Seg, YOLO11n-Seg, Mask R-CNNe1

Verbatim

t0

“cherry tomato”

e0

“the bounding box precision increased by 9.6%, 5.2%, 5.7%, 12.3%, 13.3% and 5.0%”

e1

“YOLOv7-Mask, YOLOv8n-Seg, YOLOv9s-Seg, YOLO11n-Seg, Mask R-CNN”

Claim · model-written summary

The improved model increased recall over YOLOv7-Mask, YOLOv8n-Seg, YOLOv9s-Seg, YOLO11n-Seg, Mask R-CNN and Mask2Former by 7.8%, 7.4%, 8.8%, 13.1%, 13.9% and 0.1% respectively.

Taxon

cherry tomatoSolanum lycopersicum var. cerasiformet0

Outcome

recalle0

Direction

increasede0

Value

7.8%, 7.4%, 8.8%, 13.1%, 13.9% and 0.1%e0

Comparator

YOLOv7-Mask, YOLOv8n-Seg, YOLOv9s-Seg, YOLO11n-Seg, Mask R-CNNe1

Verbatim

t0

“cherry tomato”

e0

“the recall increased by 7.8%, 7.4%, 8.8%, 13.1%, 13.9% and 0.1%”

e1

“YOLOv7-Mask, YOLOv8n-Seg, YOLOv9s-Seg, YOLO11n-Seg, Mask R-CNN”

Claim · model-written summary

The improved model increased mAP@0.5 over YOLOv7-Mask, YOLOv8n-Seg, YOLOv9s-Seg, YOLO11n-Seg, Mask R-CNN and Mask2Former by 10.5%, 3.0%, 0.9%, 15.0%, 13.8% and 1.4% respectively.

Taxon

cherry tomatoSolanum lycopersicum var. cerasiformet0

Outcome

mAP@0.5e0

Direction

increasede0

Value

10.5%, 3.0%, 0.9%, 15.0%, 13.8% and 1.4%e0

Comparator

YOLOv7-Mask, YOLOv8n-Seg, YOLOv9s-Seg, YOLO11n-Seg, Mask R-CNNe1

Verbatim

t0

“cherry tomato”

e0

“the mAP@0.5 increased by 10.5%, 3.0%, 0.9%, 15.0%, 13.8% and 1.4%”

e1

“YOLOv7-Mask, YOLOv8n-Seg, YOLOv9s-Seg, YOLO11n-Seg, Mask R-CNN”

Claim · model-written summary

MSW-YOLOv8n-Seg had the highest inference speed, with FPS of up to 52.9.

Taxon

cherry tomatoSolanum lycopersicum var. cerasiformet0

Outcome

FPSe0

Direction

higheste0

Value

52.9e0

Verbatim

t0

“cherry tomato”

e0

“the MSW-YOLOv8n-Seg has the highest inference speed, with FPS of up to 52.9”