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ResearchFormerly WizWand

Object Detection on Gen1 (Tracking AP50 and Runtime)

50.4mAPEGO-12
14.93624.14333.3542.557Oct 4, 2023Feb 2, 2024Jun 2, 2024Oct 2, 2024Jan 31, 2025Jun 1, 2025Oct 1, 2025
Updated 7mo ago

Evaluation results

MethodLinks
EGO-12Architecture=ANN2025.1050.4——
GETMemory enhancement=true, Params (M)=21.9, Includes conversion time=true2023.1047.9—16.8
RVT-BMemory enhancement=true, Params (M)=18.52023.1047.2—10.2
ASTMNetMemory enhancement=true, Params (M)=39.62023.1046.7—35.6
Nested-TMemory enhancement=true, Params (M)=22.2, Includes conversion time=true2023.1046.3—25.9
Swin-T v2Memory enhancement=true, Params (M)=21.1, Includes conversion time=true2023.1045.5—26.6
REDMemory enhancement=true, Params (M)=24.12023.1040—16.7
GETMemory enhancement=false, Params (M)=18.4, Includes conversion time=true2023.1038.7—15.9
OursArchitecture=SNN + ANN2025.1038.365.7—
ASTMNetMemory enhancement=false, Params (M)=39.62023.1038.2—28.6
CRESTArchitecture=SNN2025.103663.2—
SAMMemory enhancement=false2023.1035.5——
Nested-TMemory enhancement=false, Params (M)=18.7, Includes conversion time=true2023.1035.1—24.8
Swin-T v2Memory enhancement=false, Params (M)=17.6, Includes conversion time=true2023.1034.3—25.2
SFODArchitecture=SNN2025.1032.150.93—
RVT-BMemory enhancement=false, Params (M)=18.52023.1032——
EMS-YOLOArchitecture=SNN2025.1030.150.1—
S-CenterArchitecture=ANN2025.1027.8——
Spiking-YoloArchitecture=ANN2SNN2025.1025.7——
S-CenterArchitecture=SNN2025.1022.9——
SNN-SSDMemory enhancement=false, Params (M)=8.22023.1018.9——
VC-DenseArchitecture=SNN2025.1018.9——
AEGNNMemory enhancement=false2023.1016.3——
FSMemory enhancement=false2023.10—39.641.2
Spike CalibArchitecture=ANN2SNN2025.10—45.4—
Spike Transformer v2Architecture=ANN2SNN2025.10—51.2—
TR-YOLOArchitecture=SNN2025.10—45.1—