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LAI and SPAD estimation on Wheat canopy dataset (test)
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10.08
Average Inference Time (ms)
ShuffleNet V2
8.44
19.51
30.58
41.65
Dec 20, 2025
Average Inference Time (ms)
Throughput (samples/s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Inference Time (ms)
Throughput (samples/s)
ShuffleNet V2
Parameters (M)=0.38, M...
2025.12
10.08
99.22
MobileNet V3
Parameters (M)=3.00, M...
2025.12
13.13
76.14
ResNet18
Parameters (M)=11.22,...
2025.12
14.15
70.67
MobileNet V2
Parameters (M)=2.27, M...
2025.12
14.16
70.61
MCVI-SANet
Parameters (M)=0.10, M...
2025.12
17.05
58.64
EfficientNet B0
Parameters (M)=4.05, M...
2025.12
18.12
55.2
ResNet50
Parameters (M)=23.60,...
2025.12
32.22
31.04
EfficientNet V2-S
Parameters (M)=20.22,...
2025.12
51.08
19.58
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