List your company
ResearchFormerly WizWand

Image Classification on ImageNet 1000 (val)

18.13Top-1 ErrorAOGNet40M-AN
17.707620.558823.4126.2612Aug 4, 2019
Updated 8mo ago

Evaluation results

MethodLinks
AOGNet40M-ANSetup=State-of-the-Art, #Params=40.39M, FLOPS=7.51G2019.0818.134.26
AOGNet40M-BNSetup=State-of-the-Art, #Params=40.15M, FLOPS=7.51G2019.0818.74.47
ResNet101-ANSetup=State-of-the-Art, #Params=45.00M, FLOPS=8.12G2019.0818.854.63
AOGNet40M-ANSetup=Vanilla, #Params=40.39M, FLOPS=7.51G2019.0819.334.72
ResNet101-BNSetup=State-of-the-Art, #Params=44.57M, FLOPS=8.12G2019.0819.714.89
AOGNet40M-BNSetup=Vanilla, #Params=40.15M, FLOPS=7.51G2019.0819.844.94
ResNet50-ANSetup=State-of-the-Art, #Params=25.76M, FLOPS=4.09G2019.0819.925.04
AOGNet12M-ANSetup=State-of-the-Art, #Params=12.37M, FLOPS=2.19G2019.0820.575.38
ResNet101-ANSetup=Vanilla, #Params=45.00M, FLOPS=8.12G2019.0820.615.41
ResNet50-BNSetup=State-of-the-Art, #Params=25.56M, FLOPS=4.09G2019.0821.085.56
AOGNet12M-ANSetup=Vanilla, #Params=12.37M, FLOPS=2.19G2019.0821.285.76
ResNet101-BNSetup=Vanilla, #Params=44.57M, FLOPS=8.12G2019.0821.335.85
ResNet50-ANSetup=Vanilla, #Params=25.76M, FLOPS=4.09G2019.0821.595.88
AOGNet12M-BNSetup=State-of-the-Art, #Params=12.26M, FLOPS=2.19G2019.0821.635.6
AOGNet12M-BNSetup=Vanilla, #Params=12.26M, FLOPS=2.19G2019.0822.226.06
ResNet50-SESetup=Vanilla, Status=Trained from scratch, #Params=28.09M, FLOPS=4.12G2019.0822.356.09
ResNet50-SESetup=Vanilla, Status=Literature (SE*), #Params=28.09M, FLOPS=4.12G2019.0822.376.36
ResNet50-SNSetup=Vanilla, #Params=25.56M2019.0822.436.35
DenseNet121-ANSetup=Vanilla, #Params=8.34M, FLOPS=2.86G2019.0822.626.42
ResNet50-BNSetup=Vanilla, #Params=25.56M, FLOPS=4.09G2019.0823.016.68
ResNet50-GNSetup=Vanilla, #Params=25.56M, FLOPS=4.09G2019.0823.526.85
ResNet34+ANSetup=Vanilla, #Params=21.92M, FLOPS=3.68G2019.0824.437.43
DenseNet121-BNSetup=Vanilla, #Params=7.98M, FLOPS=2.86G2019.0825.357.83
ResNet34+BNSetup=Vanilla, #Params=21.80M, FLOPS=3.68G2019.0825.588.19
MobileNet V2-ANSetup=Vanilla, #Params=3.56M, FLOPS=0.34G2019.0826.678.56
MobileNet V2-BNSetup=Vanilla, #Params=3.50M, FLOPS=0.34G2019.0828.699.33