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ResearchFormerly WizWand

Image Classification on Cassava Leaf Disease

98.51AccuracyCA-Dense-SwinV2
45.074858.947472.8286.6926Mar 26, 2026Mar 27, 2026Mar 28, 2026Mar 29, 2026
Updated 7mo ago

Evaluation results

MethodLinks
CA-Dense-SwinV2FLOP=14.8, Inf.T (ms)=19.1, Tim/Ep.=9.092026.0398.5198.4898.5398.51
Dense-SwinV2FLOP=15, Inf.T (ms)=19.8, Tim/Ep.=9.132026.0398.0297.6198.0197.81
CA-SwinV2FLOP=11, Inf.T (ms)=17.5, Tim/Ep.=6.522026.0397.6297.0197.4297.21
Customized SwinV2FLOP=9.2, Inf.T (ms)=16, Tim/Ep.=6.852026.0397.0196.3796.9996.56
DensNet-201FLOP=8, Inf.T (ms)=14.3, Tim/Ep.=6.192026.0396.7396.296.0696.13
SwinTFLOP=8.7, Inf.T (ms)=14.8, Tim/Ep.=6.392026.0396.6996.1896.0496.11
MobileViTFLOP=4.6, Inf.T (ms)=10.5, Tim/Ep.=4.922026.0396.4895.7795.9395.85
TinyViTFLOP=6, Inf.T (ms)=12.5, Tim/Ep.=6.282026.0395.8695.3394.4894.9
VGG-16FLOP=4.3, Inf.T (ms)=6.1, Tim/Ep.=4.072026.0395.6295.1194.294.65
ResNet-18FLOP=3.6, Inf.T (ms)=7.9, Tim/Ep.=4.812026.0395.4495.295.3695.28
LocalViTFLOP=5, Inf.T (ms)=12, Tim/Ep.=6.222026.0394.6794.193.5293.81
DarkNet-53FLOP=12.6, Inf.T (ms)=14.8, Tim/Ep.=5.522026.0394.3894.0192.9593.47
CrossViTFLOP=4.5, Inf.T (ms)=11.2, Tim/Ep.=6.162026.0394.1293.0493.6693.35
MobileNet V4FLOP=10.7, Inf.T (ms)=11.5, Tim/Ep.=4.962026.0393.2692.3492.8592.59
InceptionV3FLOP=5.7, Inf.T (ms)=10.3, Tim/Ep.=5.892026.0392.7492.1191.3591.73
DINOv3-L2026.0392.62———
SPROUT-L2026.0391.61———
GoogleNetFLOP=1.5, Inf.T (ms)=6.1, Tim/Ep.=5.612026.0391.3690.8288.989.85
CLIP-L2026.0390.43———
DINOv2-L2026.0390.34———
MAE-L2026.0389.97———
InceptionResNetV2FLOP=13.1, Inf.T (ms)=12.3, Tim/Ep.=6.722026.0388.0589.4484.5286.91
EfficientNetB0FLOP=1.39, Inf.T (ms)=5.4, Tim/Ep.=3.852026.0387.4284.3188.186.16
ResNet1012026.0347.13———