List your company
ResearchFormerly WizWand

Object Detection on CytoDArk0

83.5mAP@50CellMamba
67.69271.79675.980.004Dec 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CellMambaCategory=Mamba, Params (M)=14.7, Time (ms)=1.6, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1283.5
DINOCategory=Transformer, Params (M)=48.0, Time (ms)=4.5, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1281.5
Mamba YOLO-BaseCategory=Mamba, Params (M)=22.0, Time (ms)=2.2, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1281.2
VSSD-Micro-RCategory=Mamba, Params (M)=21.4, Time (ms)=2.1, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1280.8
Deformable-DETRCategory=Transformer, Params (M)=40.0, Time (ms)=1.8, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1279.3
Mask R-CNNCategory=CNN, Params (M)=44.0, Time (ms)=4.3, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1278.5
Spatial-Mamba-Tiny-MCategory=Mamba, Params (M)=46.0, Time (ms)=6.2, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1278.4
VSSD-Micro-MCategory=Mamba, Params (M)=33.0, Time (ms)=5.3, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1278.3
RetinaNetCategory=CNN, Params (M)=36.0, Time (ms)=3.4, Patch Size=256x256, Test-Time Augmentation (TTA)=true2025.1277.9
Spatial-Mamba-Tiny-RCategory=Mamba, Params (M)=36.3, Time (ms)=5.8, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1277.8
MobileMamba-B1-MCategory=Mamba, Params (M)=38.0, Time (ms)=6.5, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1274.9
2D-Mamba-MCategory=Mamba, Params (M)=49.0, Time (ms)=6.9, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1274.8
MobileMamba-B1-RCategory=Mamba, Params (M)=27.1, Time (ms)=6.6, Patch Size=256x256, Test-Time Augmentation (TTA)=true2025.1272.3
2D-Mamba-RCategory=Mamba, Params (M)=38.8, Time (ms)=2.4, Patch Size=256x256, Test-Time Augmentation (TTA)=false2025.1268.3