SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 8651–8700 of 14581 papers

TitleStatusHype
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic ImagesCode0
Forward Amortized Inference for Likelihood-Free Variational Marginalization—0
Classification with imperfect training labels—0
Can DNNs Learn to Lipread Full Sentences?—0
Adversarial Noise Attacks of Deep Learning Architectures -- Stability Analysis via Sparse Modeled Signals—0
Rice Classification Using Spatio-Spectral Deep Convolutional Neural NetworkCode0
On Robust Trimming of Bayesian Network ClassifiersCode0
Uncertainty Gated Network for Land Cover Segmentation—0
Temporal Event Knowledge Acquisition via Identifying Narratives—0
Object-Level Representation Learning for Few-Shot Image Classification—0
Training Medical Image Analysis Systems like Radiologists—0
Syntactic Dependency Representations in Neural Relation Classification—0
FairGAN: Fairness-aware Generative Adversarial Networks—0
CapsNet comparative performance evaluation for image classification—0
Image Distortion Detection using Convolutional Neural Network—0
Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks—0
Confidence Prediction for Lexicon-Free OCR—0
Adaptive neural network classifier for decoding MEG signals—0
Dirichlet-based Gaussian Processes for Large-scale Calibrated ClassificationCode0
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
Semantic Explanations of Predictions—0
Transductive Label Augmentation for Improved Deep Network Learning—0
Deep Convolutional Neural Networks for Map-Type Classification—0
Intensive Preprocessing of KDD Cup 99 for Network Intrusion Classification Using Machine Learning Techniques—0
Calibrating Deep Convolutional Gaussian ProcessesCode0
Futuristic Classification with Dynamic Reference Frame Strategy—0
Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images—0
Detecting Deceptive Reviews using Generative Adversarial Networks—0
Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape ClassificationCode0
Early Stopping for Nonparametric Testing—0
Adversarial examples from computational constraints—0
Learning to Propagate Labels: Transductive Propagation Network for Few-shot LearningCode0
Topological Data Analysis of Decision Boundaries with Application to Model SelectionCode0
Parallel Architecture and Hyperparameter Search via Successive Halving and ClassificationCode0
Underwater Fish Species Classification using Convolutional Neural Network and Deep Learning—0
Using transfer learning to detect galaxy mergers—0
Masked Conditional Neural Networks for Environmental Sound ClassificationCode0
Online Regularized Nonlinear Acceleration—0
SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy LabelsCode0
VisualBackProp for learning using privileged information with CNNs—0
Multi-Task Determinantal Point Processes for Recommendation—0
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsCode0
Diffusion Maps for Textual Network Embedding—0
Boolean Decision Rules via Column Generation—0
Dictionary Learning for Adaptive GPR Landmine Classification—0
Geographical Hidden Markov Tree for Flood Extent Mapping (With Proof Appendix)—0
A Unified Framework for Training Neural Networks—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