SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1751–1800 of 14581 papers

TitleStatusHype
On-Device Document Classification using multimodal features—0
LightLayers: Parameter Efficient Dense and Convolutional Layers for Image ClassificationCode0
Comparing Classification Models on Kepler Data—0
A unifying approach on bias and variance analysis for classification—0
Fixed-MAML for Few Shot Classification in Multilingual Speech Emotion RecognitionCode0
To do or not to do: cost-sensitive causal decision-making—0
A Symmetric Loss Perspective of Reliable Machine Learning—0
One vs Previous and Similar Classes Learning -- A Comparative Study—0
Towards Network Traffic Monitoring Using Deep Transfer Learning—0
A Novel Bio-Inspired Hybrid Multi-Filter Wrapper Gene Selection Method with Ensemble Classifier for Microarray Data—0
Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann MachinesCode0
Explainable Neural Network-based Modulation Classification via Concept Bottleneck Models—0
Learning Neural Networks on SVD Boosted Latent Spaces for Semantic ClassificationCode0
An Evolution of CNN Object Classifiers on Low-Resolution Images—0
In-Ear SpO2 for Classification of Cognitive Workload—0
Multi-label Ranking: Mining Multi-label and Label Ranking Data—0
Multitask Learning for Class-Imbalanced Discourse Classification—0
Auto-view contrastive learning for few-shot image recognition—0
Adaptive Stacked Graph Filter—0
On Single-environment Extrapolations in Graph Classification and Regression Tasks—0
Cluster & Tune: Enhance BERT Performance in Low Resource Text Classification—0
More Side Information, Better Pruning: Shared-Label Classification as a Case Study—0
VEM-GCN: Topology Optimization with Variational EM for Graph Convolutional Networks—0
Exploring Target Driven Image Classification—0
One-class Classification Robust to Geometric Transformation—0
Attention Based Joint Learning for Supervised Premature Ventricular Contraction Differentiation with Unsupervised Abnormal Beat Segmentation—0
AC-VAE: Learning Semantic Representation with VAE for Adaptive Clustering—0
Dual-Tree Wavelet Packet CNNs for Image Classification—0
Provably robust classification of adversarial examples with detectionCode0
On Position Embeddings in BERT—0
Aspect-based Sentiment Classification via Reinforcement Learning—0
Graph Pooling by Edge Cut—0
Neural Pooling for Graph Neural Networks—0
Learning from multiscale wavelet superpixels using GNN with spatially heterogeneous pooling—0
Certified robustness against physically-realizable patch attack via randomized cropping—0
Neural Disjunctive Normal Form: Vertically Integrating Logic With Deep Learning For Classification—0
Context-Agnostic Learning Using Synthetic Data—0
Exploring the Uncertainty Properties of Neural Networks’ Implicit Priors in the Infinite-Width Limit—0
Shuffle to Learn: Self-supervised learning from permutations via differentiable ranking—0
Graph Structural Aggregation for Explainable Learning—0
Buffer Zone based Defense against Adversarial Examples in Image Classification—0
Generative Max-Mahalanobis Classifiers for Image Classification, Generation and MoreCode0
FASG: Feature Aggregation Self-training GCN for Semi-supervised Node Classification—0
Identifying the Sources of Uncertainty in Object Classification—0
FOC OSOD: Focus on Classification One-Shot Object Detection—0
Quantifying Task Complexity Through Generalized Information Measures—0
Uncertainty Calibration Error: A New Metric for Multi-Class Classification—0
Wasserstein Distributional Normalization—0
Attacking Few-Shot Classifiers with Adversarial Support Sets—0
AFINets: Attentive Feature Integration Networks for Image Classification—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