Results

CIFAR 10

1. 3.40 - SNAPSHOT ENSEMBLES: TRAIN 1, GET M FOR FREE
2. 3.58 - Aggregated Residual Transformations for Deep Neural Networks (16 Nov 2016)
3. 3.74 - SGDR: Stochastic Gradient Descent with Restarts (13 Aug 2016)
4. 3.74 - Densely Connected Convolutional Networks (25 Aug 2016)
5. 3.77 - Residual Networks of Residual Networks: Multilevel Residual Networks (9 Aug 2016)

CIFAR 100

1. 17.31 - Aggregated Residual Transformations for Deep Neural Networks (16 Nov 2016)
2. 17.40 - SNAPSHOT ENSEMBLES: TRAIN 1, GET M FOR FREE
3. 18.70 - SGDR: Stochastic Gradient Descent with Restarts (13 Aug 2016)
4. 19.25 - Densely Connected Convolutional Networks (25 Aug 2016)
5. 19.73 - Residual Networks of Residual Networks: Multilevel Residual Networks (9 Aug 2016)

SVHN

1. 1.59 - Residual Networks of Residual Networks: Multilevel Residual Networks (9 Aug 2016)
2. 1.59 - Densely Connected Convolutional Networks (25 Aug 2016)

ILSVRC 2012 (Imagenet)

Top 1

1. 18.71, 17.36 - PolyNet: A Pursuit of Structural Diversity in Very Deep Networks (17 Nov 2016)
2. 19.1 - Aggregated Residual Transformations for Deep Neural Networks (16 Nov 2016)

Top 5

1. 4.25, 3.45 - PolyNet: A Pursuit of Structural Diversity in Very Deep Networks (17 Nov 2016)
2. 4.4 - Aggregated Residual Transformations for Deep Neural Networks (16 Nov 2016)