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Benchmarks
Plant-level segmentation on Pumpkin
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99.43
Crop mIoU
DINOv2
79.5556
84.7153
89.875
95.0347
Mar 29, 2026
Crop mIoU
Weed mIoU
Updated 19d ago
Evaluation Results
Method
Method
Links
Crop mIoU
Weed mIoU
DINOv2
Model size=Large
2026.03
99.43
47.6
SPROUT
Model size=Large
2026.03
92.8
65.22
SPROUT
Model size=Base
2026.03
92.57
60.61
SPROUT
Model size=Small
2026.03
92.54
59.02
CLIP
Model size=Large
2026.03
86.63
51.03
DINOv3
Model size=Large
2026.03
84.33
47.63
SigLIP
Model size=Large
2026.03
81.82
40.15
MSN
Model size=Large
2026.03
80.32
31.82
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