List your company
ResearchFormerly WizWand

Image Classification on ImageNet 1K (val) (Top-1 & Top-5 Error)

20.97Top-1 ErrorCoResNet
20.853621.639322.42523.2107Aug 17, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CoResNetNetwork Depth=152, Number of Parameters (M)=60.19, GFLOPs=11.622021.0820.975.48
CoResNetNetwork Depth=101, Number of Parameters (M)=44.55, GFLOPs=7.882021.0821.295.72
SE ResNetNetwork Depth=101, Number of Parameters (M)=49.29, GFLOPs=7.902021.0821.315.79
SE ResNetNetwork Depth=152, Number of Parameters (M)=66.77, GFLOPs=11.652021.0821.385.8
NL ResNetNetwork Depth=101, Number of Parameters (M)=55.71, GFLOPs=9.912021.0821.45.83
pre-act. ResNetNetwork Depth=152, Number of Parameters (M)=60.19, GFLOPs=11.622021.0821.415.78
ResNetNetwork Depth=152, Number of Parameters (M)=60.19, GFLOPs=11.622021.0821.555.74
NL ResNetNetwork Depth=152, Number of Parameters (M)=71.35, GFLOPs=13.662021.0821.916.11
ResNetNetwork Depth=101, Number of Parameters (M)=44.55, GFLOPs=7.882021.08226.1
pre-act. ResNetNetwork Depth=101, Number of Parameters (M)=44.55, GFLOPs=7.882021.0822.116.26
CoResNetNetwork Depth=50, Number of Parameters (M)=25.56, GFLOPs=4.142021.0822.736.49
SE ResNetNetwork Depth=50, Number of Parameters (M)=28.07, GFLOPs=4.152021.0822.746.37
NL ResNetNetwork Depth=50, Number of Parameters (M)=36.72, GFLOPs=6.182021.0822.916.42
pre-act. ResNetNetwork Depth=50, Number of Parameters (M)=25.56, GFLOPs=4.142021.0823.777.04
ResNetNetwork Depth=50, Number of Parameters (M)=25.56, GFLOPs=4.142021.0823.887.06