SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2451–2500 of 14581 papers

TitleStatusHype
Attentive Feature Reuse for Multi Task Meta learning—0
Fast Maximum Likelihood Estimation and Supervised Classification for the Beta-Liouville Multinomial—0
BI-MAML: Balanced Incremental Approach for Meta Learning—0
HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach—0
Online Metric Learning for Multi-Label Classification—0
Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains—0
Federated and continual learning for classification tasks in a society of devices—0
Robust Baggage Detection and Classification Based on Local Tri-directional Pattern—0
Evaluation of Neural Architectures Trained with Square Loss vs Cross-Entropy in Classification TasksCode0
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech—0
Generalized SHAP: Generating multiple types of explanations in machine learning—0
Power System Disturbance Classification with Online Event-Driven Neuromorphic Computing—0
Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification—0
Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings—0
Is deep learning necessary for simple classification tasks?Code3
To Each Optimizer a Norm, To Each Norm its Generalization—0
Data Augmentation for Graph Neural NetworksCode1
Pairwise Supervision Can Provably Elicit a Decision Boundary—0
Privacy-Aware Activity Classification from First Person Office Videos—0
Discrete Latent Variable Representations for Low-Resource Text ClassificationCode1
Protecting Against Image Translation Deepfakes by Leaking Universal Perturbations from Black-Box Neural Networks—0
VirTex: Learning Visual Representations from Textual AnnotationsCode1
Achieving robustness in classification using optimal transport with hinge regularizationCode1
On mistakes we made in prior Computational Psychiatry Data driven approach projects and how they jeopardize translation of those findings in clinical practice—0
Learning a Unified Sample Weighting Network for Object DetectionCode1
Directional convergence and alignment in deep learning—0
Superconducting radio-frequency cavity fault classification using machine learning at Jefferson Laboratory—0
Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification—0
Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric—0
Binary Classification with Classical Instances and Quantum Labels—0
Towards Robust Fine-grained Recognition by Maximal Separation of Discriminative Features—0
Image Enhancement and Object Recognition for Night Vision Surveillance—0
WasteNet: Waste Classification at the Edge for Smart Bins—0
Estimating semantic structure for the VQA answer space—0
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkCode1
Embedding Task Knowledge into 3D Neural Networks via Self-supervised Learning—0
Adversarial Attacks on Brain-Inspired Hyperdimensional Computing-Based Classifiers—0
Contrastive Multi-View Representation Learning on GraphsCode1
AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices—0
Bombus Species Image Classification—0
Tamil Vowel Recognition With Augmented MNIST-like Data Set—0
Off-the-shelf sensor vs. experimental radar -- How much resolution is necessary in automotive radar classification?—0
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences—0
Input-independent Attention Weights Are Expressive Enough: A Study of Attention in Self-supervised Audio Transformers—0
Towards More Practical Adversarial Attacks on Graph Neural NetworksCode1
DcardNet: Diabetic Retinopathy Classification at Multiple Levels Based on Structural and Angiographic Optical Coherence Tomography—0
CLAIMED: A CLAssification-Incorporated Minimum Energy Design to explore a multivariate response surface with feasibility constraints—0
Provable tradeoffs in adversarially robust classification—0
Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort—0
Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection—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