SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 11951–12000 of 14581 papers

TitleStatusHype
e-Commerce product classification: our participation at cDiscount 2015 challenge—0
Structured Convolution Matrices for Energy-efficient Deep learning—0
Learning Semantically and Additively Compositional Distributional RepresentationsCode0
Neural Network Models for Implicit Discourse Relation Classification in English and Chinese without Surface Features—0
How is a data-driven approach better than random choice in label space division for multi-label classification?—0
Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial—0
Emotional Intensity analysis in Bipolar subjects—0
Unsupervised classification of children's bodies using currents—0
Very Deep Convolutional Networks for Text ClassificationCode0
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationCode0
Brundlefly at SemEval-2016 Task 12: Recurrent Neural Networks vs. Joint Inference for Clinical Temporal Information Extraction—0
Neural Architectures for Fine-grained Entity Type ClassificationCode0
A Graph-Based Semi-Supervised k Nearest-Neighbor Method for Nonlinear Manifold Distributed Data Classification—0
Difference of Convex Functions Programming Applied to Control with Expert Data—0
On Valid Optimal Assignment Kernels and Applications to Graph Classification—0
Predicting with Distributions—0
Unifying Geometric Features and Facial Action Units for Improved Performance of Facial Expression Analysis—0
Unified Framework for QuantificationCode0
Towards a Job Title Classification SystemCode0
Comparison of 14 different families of classification algorithms on 115 binary datasets—0
Nonlinear Statistical Learning with Truncated Gaussian Graphical Models—0
Multi-Organ Cancer Classification and Survival Analysis—0
Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural NetworksCode0
PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel ClassificationCode0
Material Classification Using Raw Time-Of-Flight Measurements—0
Shape Analysis With Hyperbolic Wasserstein Distance—0
Modality and Component Aware Feature Fusion For RGB-D Scene Classification—0
Multi-Label Ranking From Positive and Unlabeled Data—0
Multi-View Deep Network for Cross-View Classification—0
Online Learning With Bayesian Classification Trees—0
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network—0
SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition—0
Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix CompletionCode0
Learning Weight Uncertainty With Stochastic Gradient MCMC for Shape Classification—0
SketchNet: Sketch Classification With Web Images—0
Traffic-Sign Detection and Classification in the Wild—0
Sparse Coding for Classification via Discrimination Ensemble—0
Region Ranking SVM for Image Classification—0
Random Features for Sparse Signal Classification—0
Pairwise Linear Regression Classification for Image Set Retrieval—0
PPP: Joint Pointwise and Pairwise Image Label Prediction—0
Ordinal Regression With Multiple Output CNN for Age Estimation—0
Weakly Supervised Object Localization With Progressive Domain Adaptation—0
Ambiguity Helps: Classification With Disagreements in Crowdsourced Annotations—0
Approximate Log-Hilbert-Schmidt Distances Between Covariance Operators for Image Classification—0
Fashion Style in 128 Floats: Joint Ranking and Classification Using Weak Data for Feature Extraction—0
A Probabilistic Collaborative Representation Based Approach for Pattern Classification—0
Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold—0
Deep Decision Network for Multi-Class Image Classification—0
Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified