SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7201–7250 of 14581 papers

TitleStatusHype
Stance Detection in Fake News A Combined Feature Representation—0
An Interface for Annotating Science Questions—0
Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing—0
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text ClassificationCode1
Can automated smoothing significantly improve benchmark time series classification algorithms?—0
FNNC: Achieving Fairness through Neural Networks—0
DialogueRNN: An Attentive RNN for Emotion Detection in ConversationsCode1
Analyzing different prototype selection techniques for dynamic classifier and ensemble selection—0
Exposing Deep Fakes Using Inconsistent Head PosesCode0
A Method For Dynamic Ensemble Selection Based on a Filter and an Adaptive Distance to Improve the Quality of the Regions of Competence—0
Capsule Networks for Brain Tumor Classification based on MRI Images and Course Tumor Boundaries—0
Efficient Multi-Domain Dictionary Learning with GANs—0
Unauthorized AI cannot Recognize Me: Reversible Adversarial Example—0
Towards Explainable NLP: A Generative Explanation Framework for Text Classification—0
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization—0
META-DES.Oracle: Meta-learning and feature selection for ensemble selection—0
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax ProbabilitiesCode0
Minimizing Close-k Aggregate Loss Improves ClassificationCode0
Improving CNN Training using Disentanglement for Liver Lesion Classification in CT—0
An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering—0
Some New Layer Architectures for Graph CNN—0
The UEA multivariate time series classification archive, 2018Code0
Multi-Task Learning for Left Atrial Segmentation on GE-MRICode0
Low-Rank Embedding of Kernels in Convolutional Neural Networks under Random Shuffling—0
Methods for Segmentation and Classification of Digital Microscopy Tissue Images—0
SURFACE: Semantically Rich Fact Validation with Explanations—0
Word Mover's Embedding: From Word2Vec to Document EmbeddingCode0
Shorten Spatial-spectral RNN with Parallel-GRU for Hyperspectral Image ClassificationCode0
Role of Class-specific Features in Various Classification Frameworks for Human Epithelial (HEp-2) Cell Images—0
Recurrent Attention Unit—0
Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping—0
Weak-supervision for Deep Representation Learning under Class Imbalance—0
SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images—0
Deep Learning as Feature Encoding for Emotion Recognition—0
Approximate Bayesian Computation via Population Monte Carlo and Classification—0
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning—0
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applicationsCode1
An Amalgamation of Classical and Quantum Machine Learning For the Classification of Adenocarcinoma and Squamous Cell Carcinoma Patients—0
Gradual Machine Learning for Entity Resolution—0
Semi-unsupervised Learning of Human Activity using Deep Generative ModelsCode0
Mean-field theory of graph neural networks in graph partitioning—0
Recurrent Transformer Networks for Semantic CorrespondenceCode0
On Controllable Sparse Alternatives to Softmax—0
Marginal Replay vs Conditional Replay for Continual Learning—0
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing ImageryCode0
Automatically Evolving CNN Architectures Based on Blocks—0
Cascaded Pyramid Mining Network for Weakly Supervised Temporal Action Localization—0
A no-regret generalization of hierarchical softmax to extreme multi-label classificationCode0
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial SamplesCode0
Short-segment heart sound classification using an ensemble of deep convolutional neural networks—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