SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6851–6900 of 14581 papers

TitleStatusHype
An Analysis of the Accuracy of the P300 BCI—0
Classification of Cervical Cancer Dataset—0
ECG Arrhythmia Classification Using Transfer Learning from 2-Dimensional Deep CNN Features—0
Channel selection using Gumbel SoftmaxCode0
DCASE 2018 Challenge: Solution for Task 5—0
Classification-Reconstruction Learning for Open-Set RecognitionCode0
Rotation Invariant Descriptors for Galaxy Morphological Classification—0
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in VideoCode0
Reproduction Report on "Learn to Pay Attention"Code0
Adversarial Framing for Image and Video ClassificationCode0
Layer-Parallel Training of Deep Residual Neural NetworksCode0
Deep Learning with Mixed Supervision for Brain Tumor Segmentation—0
Data Fine-tuning—0
Few-Shot Learning via Embedding Adaptation with Set-to-Set FunctionsCode1
Fast convergence rates of deep neural networks for classification—0
Automatic Classification of Knee Rehabilitation Exercises Using a Single Inertial Sensor: a Case Study—0
SlowFast Networks for Video RecognitionCode1
Learning Representations of Sets through Optimized PermutationsCode0
LICIC: Less Important Components for Imbalanced Multiclass ClassificationCode0
Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis -- A Review—0
Skin Disease Classification versus Skin Lesion Characterization: Achieving Robust Diagnosis using Multi-label Deep Neural Networks—0
A Deep Multi-task Learning Approach to Skin Lesion Classification—0
Feature Denoising for Improving Adversarial RobustnessCode0
Deep-Net: Deep Neural Network for Cyber Security Use CasesCode0
Variational Saccading: Efficient Inference for Large Resolution ImagesCode0
Nonlinear Conjugate Gradients For Scaling Synchronous Distributed DNN TrainingCode0
Local Distribution in Neighborhood for Classification—0
Privacy Partitioning: Protecting User Data During the Deep Learning Inference Phase—0
Optimizing speed/accuracy trade-off for person re-identification via knowledge distillation—0
ShuffleNASNets: Efficient CNN models through modified Efficient Neural Architecture Search—0
LNEMLC: Label Network Embeddings for Multi-Label ClassificationCode0
Use Dimensionality Reduction and SVM Methods to Increase the Penetration Rate of Computer Networks—0
Adversarial Defense of Image Classification Using a Variational Auto-EncoderCode0
EEG Classification based on Image Configuration in Social Anxiety Disorder—0
Deep Variational Transfer: Transfer Learning through Semi-supervised Deep Generative Models—0
Harmonic Networks: Integrating Spectral Information into CNNsCode1
Deep-RBF Networks Revisited: Robust Classification with Rejection—0
Comparative Document Summarisation via ClassificationCode0
Feature Analysis for Assessing the Quality of Wikipedia Articles through Supervised Classification—0
Guided Zoom: Questioning Network Evidence for Fine-grained Classification—0
Modelling Identity Rules with Neural Networks—0
Skin Lesions Classification Using Convolutional Neural Networks in Clinical ImagesCode0
SqueezeFit: Label-aware dimensionality reduction by semidefinite programmingCode0
Fooling Network Interpretation in Image Classification—0
Tri-axial Self-Attention for Concurrent Activity Recognition—0
MLIC: A MaxSAT-Based framework for learning interpretable classification rulesCode0
Understanding Individual Decisions of CNNs via Contrastive BackpropagationCode0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding—0
Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning—0
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMsCode0
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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