Table of results for CIFAR-10 dataset

This is a table documenting some of the best results some paper obtained in CIFAR-10 dataset.

1. Selecting Receptive Fields in Deep Networks (NIPS 2011)
   Cited 0 times. 82%
2. The Importance of Encoding Versus Training with Sparse Coding and Vector Quantization (ICML 2011)
   Cited 1 time. 81.5%
3. High-Performance Neural Networks for Visual Object Classification (2011)
   Cited 3 times. 80.49%
4. Object Recognition with Hierarchical Kernel Descriptors (CVPR 2011)
   Cited 2 times. 80%
5. An Analysis of Single-Layer Networks in Unsupervised Feature Learning (NIPS Workshop 2010)
   Cited 18 times. 79.6%
   Additional info: K-means (Triangle, 4000 features)
   Homepage: Link
6. Convolutional Deep Belief Networks on CIFAR-10 (2010)
   Cited 7 times. 78.9%
   Additional info: 2 layers
7. Semiparametric Latent Variable Models for Guided Representation (2011)
   Cited 0 times. 77.9%
8. Kernel Descriptors for Visual Recognition (NIPS 2010)
   Cited 6 times. 76%
   Additional info: KDES-A
9. Image Descriptor Learning Using Deep Networks (2010)
   Cited 0 times. 75.18%
10. Improved Local Coordinate Coding using Local Tangents (ICML 2010)
    Cited 8 times. 74.5%
    Additional info: Linear SVM with improved LCC
11. Tiled convolutional neural networks (NIPS 2010)
    Cited 4 times. 73.1%
    Additional info: Deep Tiled CNNs (s=4, with finetuning)
12. Semiparametric Latent Variable Models for Guided Representation (2011)
    Cited 0 times. 72.28%
    Additional info: Alpha = 0.01
13. Modelling Pixel Means and Covariances Using Factorized Third-Order Boltzmann Machines (CVPR 2010)
    Cited 14 times. 71%
    Additional info: mcRBM-DBN (11025-8192-8192), 3 layers, PCA’d images
14. On Autoencoders and Score Matching for Energy Based Models (ICML 2011)
    Cited 0 times. 65.5%
15. Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images (JMLR 2010)
    Cited 14 times. 65.3%
    Additional info: 4,096 3-Way, 3 layer, ZCA’d images
16. Learning invariant features through local space contraction (2011)
    Cited 0 times. 52.14%