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ResearchFormerly WizWand

Object Detection on COCO (APbox)

38.16APboxSWEET
22.528826.586930.64534.7031Jan 27, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SWEETModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0138.16
Iso. PruningModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0136.64
WT-SelectModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0136.53
SWEETModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0136.13
Iso. PruningModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0135.74
WAVEModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0134.19
WT-SelectModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0134.09
WAVEModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0133.55
DMAEModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0132.82
SWEETModel Scale=Average, Training Epochs=302026.0131.59
DMAEModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0129.85
WAVEModel Scale=Average, Training Epochs=302026.0129.55
WT-SelectModel Scale=Average, Training Epochs=302026.0129.28
Iso. PruningModel Scale=Average, Training Epochs=302026.0129.21
SWEETModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0128.88
DMAEModel Scale=Average, Training Epochs=302026.0127.98
WAVEModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0127.94
SWEETModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0127.46
SWEETModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0127.33
WT-SelectModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0127.02
Iso. PruningModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0126.97
DMAEModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0126.51
WAVEModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0126.14
WAVEModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0125.94
DMAEModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0125.55
DMAEModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0125.16
WT-SelectModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0125.02
WT-SelectModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0123.72
Iso. PruningModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0123.59
Iso. PruningModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0123.13