SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 9501–9550 of 14581 papers

TitleStatusHype
Make SVM great again with Siamese kernel for few-shot learningCode0
Wavelet Pooling for Convolutional Neural NetworksCode0
Towards Unsupervised Classification with Deep Generative Models—0
VOCABULARY-INFORMED VISUAL FEATURE AUGMENTATION FOR ONE-SHOT LEARNING—0
Transfer Learning on Manifolds via Learned Transport Operators—0
Network of Graph Convolutional Networks Trained on Random Walks—0
Nearest Neighbour Radial Basis Function Solvers for Deep Neural Networks—0
Model Specialization for Inference Via End-to-End Distillation, Pruning, and Cascades—0
Multi-task Learning on MNIST Image Datasets—0
SHADE: SHAnnon DEcay Information-Based Regularization for Deep Learning—0
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware ClassificationCode0
Transfer learning for diagnosis of congenital abnormalities of the kidney and urinary tract in children based on Ultrasound imaging data—0
Context aware saliency map generation using semantic segmentation—0
Learning Relevant Features of Data with Multi-scale Tensor Networks—0
A Unified Method for First and Third Person Action Recognition—0
Theory of Deep Learning III: explaining the non-overfitting puzzle—0
Objective evaluation metrics for automatic classification of EEG events—0
Exploring the significance of using perceptually relevant image decolorization method for scene classification—0
Accurate Bayesian Data Classification without Hyperparameter Cross-validation—0
Gradient Regularization Improves Accuracy of Discriminative Models—0
Extrapolating Expected Accuracies for Large Multi-Class ProblemsCode0
Large-Scale 3D Scene Classification With Multi-View Volumetric CNN—0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
Stratified Transfer Learning for Cross-domain Activity Recognition—0
Overcomplete Frame Thresholding for Acoustic Scene Analysis—0
Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification—0
Building a Sentiment Corpus of Tweets in Brazilian PortugueseCode0
Combining Weakly and Webly Supervised Learning for Classifying Food Images—0
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study—0
Music Genre Classification with Paralleling Recurrent Convolutional Neural NetworkCode0
SFCN-OPI: Detection and Fine-grained Classification of Nuclei Using Sibling FCN with Objectness Prior Interaction—0
Linear centralization classifier—0
A Mixture of Matrix Variate Bilinear Factor AnalyzersCode0
Deep Hashing with Category Mask for Fast Video RetrievalCode0
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields—0
Automated Surgical Skill Assessment in RMIS Training—0
Learning the Kernel for Classification and Regression—0
Inverse Classification for Comparison-based Interpretability in Machine LearningCode0
Autism Classification Using Brain Functional Connectivity Dynamics and Machine Learning—0
A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading—0
DropMax: Adaptive Variational SoftmaxCode0
Profit Driven Decision Trees for Churn Prediction—0
ReabsNet: Detecting and Revising Adversarial Examples—0
Fast kNN mode seeking clustering applied to active learning—0
Detection and classification of masses in mammographic images in a multi-kernel approach—0
Combining Static and Dynamic Features for Multivariate Sequence ClassificationCode0
Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural NetworksCode0
Discovery of Shifting Patterns in Sequence Classification—0
FoldingNet: Point Cloud Auto-encoder via Deep Grid DeformationCode0
HotFlip: White-Box Adversarial Examples for Text ClassificationCode0
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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