SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4701–4750 of 14581 papers

TitleStatusHype
Training Multiscale-CNN for Large Microscopy Image Classification in One Hour—0
Harnessing the Power of Infinitely Wide Deep Nets on Small-data TasksCode0
BUZz: BUffer Zones for defending adversarial examples in image classification—0
An empirical study of pretrained representations for few-shot classification—0
Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection—0
Contextual Local Explanation for Black Box Classifiers—0
Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images—0
Reconsidering Analytical Variational Bounds for Output Layers of Deep Networks—0
The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviewsCode0
Adversarially Robust Few-Shot Learning: A Meta-Learning ApproachCode0
Sleep stage classification from heart-rate variability using long short-term memory neural networks—0
Mental Task Classification Using Electroencephalogram SignalCode0
W-Net: A CNN-based Architecture for White Blood Cells Image ClassificationCode0
Machine Translation for Machines: the Sentiment Classification Use Case—0
Scalable Verified Training for Provably Robust Image Classification—0
Type-aware Convolutional Neural Networks for Slot Filling—0
Saliency is a Possible Red Herring When Diagnosing Poor GeneralizationCode0
Meta-Learning to Detect Rare Objects—0
Sensor Fusion: Gated Recurrent Fusion to Learn Driving Behavior from Temporal Multimodal Data—0
Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification—0
Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization—0
Information Entropy Based Feature Pooling for Convolutional Neural Networks—0
Hierarchical Shot DetectorCode0
Graph convolutional networks for learning with few clean and many noisy labelsCode0
AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation—0
A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision—0
AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention MechanismCode0
Global Feature Guided Local Pooling—0
Data Augmentation Based on Distributed Expressions in Text Classification Tasks—0
DANet: Divergent Activation for Weakly Supervised Object LocalizationCode0
Latent-Variable Generative Models for Data-Efficient Text Classification—0
Integral Object Mining via Online Attention AccumulationCode0
Gaussian Affinity for Max-Margin Class Imbalanced Learning—0
An Object Detection by using Adaptive Structural Learning of Deep Belief Network—0
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power—0
Blessing of dimensionality at the edge—0
A Hierarchical Convolutional Neural Network for Malware Classification—0
EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge ComputingCode0
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
Recent Advances in End-to-End Spoken Language Understanding—0
Unsharp Masking Layer: Injecting Prior Knowledge in Convolutional Networks for Image ClassificationCode0
Fusion of Convolutional Neural Network and Statistical Features for Texture classification—0
META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learningCode0
Generalized Zero-shot ICD Coding—0
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image ClassificationCode0
W-RNN: News text classification based on a Weighted RNN—0
Machine Truth Serum—0
Nonzero-sum Adversarial Hypothesis Testing GamesCode0
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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