SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 6501–6550 of 14581 papers

TitleStatusHype
Deep One-Class Classification Using Intra-Class Splitting—0
Saliency Tubes: Visual Explanations for Spatio-Temporal ConvolutionsCode0
Towards Pedestrian Detection Using RetinaNet in ECCV 2018 Wider Pedestrian Detection ChallengeCode0
Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmarkCode0
Online Multiclass Classification Based on Prediction Margin for Partial Feedback—0
Precise Proximal Femur Fracture Classification for Interactive Training and Surgical Planning—0
Quantum Speedup in Adaptive Boosting of Binary Classification—0
Supervised classification via minimax probabilistic transformations—0
Supervised Quantization for Similarity Search—0
Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data—0
A Question Answering System Using Graph-Pattern Association Rules (QAGPAR) On YAGO Knowledge Base—0
Exploring attention mechanism for acoustic-based classification of speech utterances into system-directed and non-system-directed—0
Do We Train on Test Data? Purging CIFAR of Near-Duplicates—0
A Classification Supervised Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids—0
ColorNet: Investigating the importance of color spaces for image classificationCode0
Deep Learning Solutions for TanDEM-X-based Forest Classification—0
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text ClassificationCode0
Robustness Certificates Against Adversarial Examples for ReLU Networks—0
Lift-the-flap: what, where and when for context reasoning—0
The Spatially-Conscious Machine Learning Model—0
Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning InterpretationCode0
Towards a Characterization of Explainable Systems—0
Training Artificial Neural Networks by Generalized Likelihood Ratio Method: Exploring Brain-like Learning to Improve RobustnessCode0
Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networksCode0
Probabilistic Discriminative Learning with Layered Graphical ModelsCode0
Capturing Object Detection Uncertainty in Multi-Layer Grid Maps—0
Automated detection of celiac disease on duodenal biopsy slides: a deep learning approach—0
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text ClassificationCode0
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification TasksCode2
Gaussian Conditional Random Fields for Classification—0
Adversarial Metric Attack and Defense for Person Re-identificationCode0
HyperGAN: A Generative Model for Diverse, Performant Neural NetworksCode0
Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection ChallengeCode0
GeNet: Deep Representations for MetagenomicsCode0
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation—0
Reliable Smart Road Signs—0
End-to-End Learned Early Classification of Time Series for In-Season Crop Type MappingCode0
A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular DystrophiesCode0
On the Calibration of Multiclass Classification with RejectionCode0
The Wilderness Area Data Set: Adapting the Covertype data set for unsupervised learning—0
On the Consistency of Top-k Surrogate Losses—0
Noise-tolerant fair classificationCode0
A semi-supervised approach to message stance classification—0
Hyperspherical Prototype NetworksCode0
Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series—0
Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need—0
RED-Attack: Resource Efficient Decision based Attack for Machine LearningCode0
Limitations of Assessing Active Learning Performance at Runtime—0
No Training Required: Exploring Random Encoders for Sentence ClassificationCode0
Real-time Hand Gesture Detection and Classification Using Convolutional Neural NetworksCode1
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified