SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 8501–8550 of 14581 papers

TitleStatusHype
Forward Amortized Inference for Likelihood-Free Variational Marginalization—0
Adversarial Noise Attacks of Deep Learning Architectures -- Stability Analysis via Sparse Modeled Signals—0
Classification with imperfect training labels—0
Can DNNs Learn to Lipread Full Sentences?—0
Image Distortion Detection using Convolutional Neural Network—0
Adaptive neural network classifier for decoding MEG signals—0
Confidence Prediction for Lexicon-Free OCR—0
Improving the Resolution of CNN Feature Maps Efficiently with MultisamplingCode1
Dirichlet-based Gaussian Processes for Large-scale Calibrated ClassificationCode0
FairGAN: Fairness-aware Generative Adversarial Networks—0
CapsNet comparative performance evaluation for image classification—0
Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks—0
Object-Level Representation Learning for Few-Shot Image Classification—0
Temporal Event Knowledge Acquisition via Identifying Narratives—0
Syntactic Dependency Representations in Neural Relation Classification—0
Training Medical Image Analysis Systems like Radiologists—0
Semantic Explanations of Predictions—0
Contextual Graph Markov Model: A Deep and Generative Approach to Graph ProcessingCode0
Comparison of VCA and GAEE algorithms for Endmember ExtractionCode0
A Simple Riemannian Manifold Network for Image Set Classification—0
BRITS: Bidirectional Recurrent Imputation for Time SeriesCode0
Deep Convolutional Neural Networks for Map-Type Classification—0
Calibrating Deep Convolutional Gaussian ProcessesCode0
Intensive Preprocessing of KDD Cup 99 for Network Intrusion Classification Using Machine Learning Techniques—0
Transductive Label Augmentation for Improved Deep Network Learning—0
Topological Data Analysis of Decision Boundaries with Application to Model SelectionCode0
Parallel Architecture and Hyperparameter Search via Successive Halving and ClassificationCode0
Learning to Propagate Labels: Transductive Propagation Network for Few-shot LearningCode0
Underwater Fish Species Classification using Convolutional Neural Network and Deep Learning—0
Masked Conditional Neural Networks for Environmental Sound ClassificationCode0
Futuristic Classification with Dynamic Reference Frame Strategy—0
Detecting Deceptive Reviews using Generative Adversarial Networks—0
Adversarial examples from computational constraints—0
Using transfer learning to detect galaxy mergers—0
Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images—0
Early Stopping for Nonparametric Testing—0
Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape ClassificationCode0
Dictionary Learning for Adaptive GPR Landmine Classification—0
Boolean Decision Rules via Column Generation—0
A Corpus for Multilingual Document Classification in Eight LanguagesCode1
Diffusion Maps for Textual Network Embedding—0
Geographical Hidden Markov Tree for Flood Extent Mapping (With Proof Appendix)—0
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsCode0
Multi-Task Determinantal Point Processes for Recommendation—0
SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy LabelsCode0
VisualBackProp for learning using privileged information with CNNs—0
Online Regularized Nonlinear Acceleration—0
Non-convex non-local flows for saliency detection—0
Transfer Learning for Illustration ClassificationCode0
Matrix Co-completion for Multi-label Classification with Missing Features and Labels—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