SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 6051–6100 of 14581 papers

TitleStatusHype
NELEC at SemEval-2019 Task 3: Think Twice Before Going DeepCode0
Logitron: Perceptron-augmented classification model based on an extended logistic loss function—0
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
Generate, Filter, and Rank: Grammaticality Classification for Production-Ready NLG SystemsCode0
Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks—0
Leaf segmentation through the classification of edges—0
Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information SourcesCode0
Exploring Fine-Tuned Embeddings that Model Intensifiers for Emotion Analysis—0
Combining Sentiment Lexica with a Multi-View Variational AutoencoderCode0
A topological data analysis based classification method for multiple measurementsCode0
Text Classification Components for Detecting Descriptions and Names of CAD models—0
A Many Objective Optimization Approach for Transfer Learning in EEG Classification—0
Biometric Fish Classification of Temperate Species Using Convolutional Neural Network with Squeeze-and-Excitation—0
Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification—0
DAGCN: Dual Attention Graph Convolutional NetworksCode0
Advancing NLP with Cognitive Language Processing SignalsCode0
A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning—0
Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics—0
ConvPoint: Continuous Convolutions for Point Cloud ProcessingCode0
Dialogue Act Classification with Context-Aware Self-AttentionCode0
Video Classification with Channel-Separated Convolutional NetworksCode0
Transfer Learning with Sparse Associative Memories—0
Learning to Decipher Hate Symbols—0
Template-Based Automatic Search of Compact Semantic Segmentation ArchitecturesCode1
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNetCode0
Understanding the efficacy, reliability and resiliency of computer vision techniques for malware detection and future research directions—0
3D-BEVIS: Bird's-Eye-View Instance Segmentation—0
Hyperbolic Image EmbeddingsCode1
The Effect of Downstream Classification Tasks for Evaluating Sentence Embeddings—0
Massively Multilingual Adversarial Speech Recognition—0
Rep the Set: Neural Networks for Learning Set RepresentationsCode0
Semantic Bilinear Pooling for Fine-Grained Recognition—0
Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP—0
VideoBERT: A Joint Model for Video and Language Representation LearningCode0
Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra—0
Group-wise classification approach to improve Android malicious apps detection accuracy—0
Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding—0
Hybrid Cosine Based Convolutional Neural Networks—0
A Comprehensive Overhaul of Feature DistillationCode0
Empirical Study of Deep Learning for Text Classification in Legal Document Review—0
Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage DatasetCode0
Performance Evalution of 3D Keypoint Detectors and Descriptors for Plants Health Classification—0
Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier—0
Hierarchical method for cataract grading based on retinal images using improved Haar wavelet—0
C2AE: Class Conditioned Auto-Encoder for Open-set Recognition—0
End-to-End Visual Speech Recognition for Small-Scale Datasets—0
Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddingsCode0
Short Text Classification Improved by Feature Space Extension—0
On Geometric Structure of Activation Spaces in Neural Networks—0
Structural Scaffolds for Citation Intent Classification in Scientific PublicationsCode0
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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