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ResearchFormerly WizWand

Instance Segmentation on COCO (APmask)

35.16APmaskSWEET
21.43224.99628.5632.124Jan 27, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SWEETModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0135.16
Iso. PruningModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0133.94
WT-SelectModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0133.91
SWEETModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0133.02
Iso. PruningModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0132.85
WAVEModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0131.91
WT-SelectModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0131.4
WAVEModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0131.15
DMAEModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.0130.2
SWEETModel Scale=Average, Training Epochs=302026.0129.41
WAVEModel Scale=Average, Training Epochs=302026.0127.81
DMAEModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.0127.8
WT-SelectModel Scale=Average, Training Epochs=302026.0127.55
Iso. PruningModel Scale=Average, Training Epochs=302026.0127.41
SWEETModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0127.23
WAVEModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0126.63
DMAEModel Scale=Average, Training Epochs=302026.0126.22
WT-SelectModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0125.89
SWEETModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0125.82
SWEETModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0125.8
Iso. PruningModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0125.75
DMAEModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0124.95
WAVEModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0124.93
WAVEModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0124.45
DMAEModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.0124.29
WT-SelectModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0123.89
DMAEModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0123.88
WT-SelectModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0122.66
Iso. PruningModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.0122.54
Iso. PruningModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.0121.96