SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4401–4450 of 14581 papers

TitleStatusHype
Data Augmentation Based on Distributed Expressions in Text Classification Tasks—0
Gaussian Affinity for Max-Margin Class Imbalanced Learning—0
DANet: Divergent Activation for Weakly Supervised Object LocalizationCode0
AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation—0
AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention MechanismCode0
Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification—0
Hierarchical Shot DetectorCode0
A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision—0
Meta-Learning to Detect Rare Objects—0
Scalable Verified Training for Provably Robust Image Classification—0
Information Entropy Based Feature Pooling for Convolutional Neural Networks—0
Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization—0
Global Feature Guided Local Pooling—0
Integral Object Mining via Online Attention AccumulationCode0
Sensor Fusion: Gated Recurrent Fusion to Learn Driving Behavior from Temporal Multimodal Data—0
Saliency is a Possible Red Herring When Diagnosing Poor GeneralizationCode0
Machine Translation for Machines: the Sentiment Classification Use Case—0
Type-aware Convolutional Neural Networks for Slot Filling—0
Latent-Variable Generative Models for Data-Efficient Text Classification—0
Graph convolutional networks for learning with few clean and many noisy labelsCode0
A Hierarchical Convolutional Neural Network for Malware Classification—0
EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge ComputingCode0
An Object Detection by using Adaptive Structural Learning of Deep Belief Network—0
Blessing of dimensionality at the edge—0
Re-learning of Child Model for Misclassified data by using KL Divergence in AffectNet: A Database for Facial Expression—0
Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification—0
Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health—0
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power—0
Fusion of Convolutional Neural Network and Statistical Features for Texture classification—0
Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional NetworkCode1
Recent Advances in End-to-End Spoken Language Understanding—0
Unsharp Masking Layer: Injecting Prior Knowledge in Convolutional Networks for Image ClassificationCode0
W-RNN: News text classification based on a Weighted RNN—0
Machine Truth Serum—0
Nonzero-sum Adversarial Hypothesis Testing GamesCode0
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image ClassificationCode0
Generalized Zero-shot ICD Coding—0
META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learningCode0
Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation—0
Interpreting Undesirable Pixels for Image Classification on Black-Box Models—0
Urban Sound Tagging using Convolutional Neural NetworksCode0
Rethinking Text Attribute Transfer: A Lexical AnalysisCode0
A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised ClassificationCode0
Graph-Preserving Grid Layout: A Simple Graph Drawing Method for Graph Classification using CNNs—0
Breast Cancer Diagnosis with Transfer Learning and Global Pooling—0
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network—0
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks—0
Balanced Binary Neural Networks with Gated ResidualCode0
A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification—0
Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles—0
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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