SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13901–13950 of 14581 papers

TitleStatusHype
Diverse Few-Shot Text Classification with Multiple MetricsCode0
Adversarial Fisher Vectors for Unsupervised Representation LearningCode0
Graph Adversarial Training: Dynamically Regularizing Based on Graph StructureCode0
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanismsCode0
A Reductions Approach to Fair ClassificationCode0
Fast CapsNet for Lung Cancer ScreeningCode0
An analytic theory of shallow networks dynamics for hinge loss classificationCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Diversity-Based Generalization for Unsupervised Text Classification under Domain ShiftCode0
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode0
Diversity with Cooperation: Ensemble Methods for Few-Shot ClassificationCode0
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust ClassificationCode0
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific NetworksCode0
Induction of Non-Monotonic Rules From Statistical Learning Models Using High-Utility Itemset MiningCode0
ConCET: Entity-Aware Topic Classification for Open-Domain Conversational AgentsCode0
GraphAIR: Graph Representation Learning with Neighborhood Aggregation and InteractionCode0
Analyzing Linear Dynamical Systems: From Modeling to Coding and LearningCode0
Concrete Autoencoders for Differentiable Feature Selection and ReconstructionCode0
BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image ClassificationCode0
GraphAttacker: A General Multi-Task GraphAttack FrameworkCode0
A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular DystrophiesCode0
Truly Generalizable Radiograph Segmentation with Conditional Domain AdaptationCode0
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsCode0
Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape ClassificationCode0
DLL: A Blazing Fast Deep Neural Network LibraryCode0
A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature GenomeCode0
DNN Feature Map Compression using Learned Representation over GF(2)Code0
Conditional Infilling GANs for Data Augmentation in Mammogram ClassificationCode0
Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment ClassificationCode0
Fast Deep Learning for Automatic Modulation ClassificationCode0
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networksCode0
A Recommendation and Risk Classification System for Connecting Rough Sleepers to Essential Outreach ServicesCode0
Inductive Logic Programming via Differentiable Deep Neural Logic NetworksCode0
Conditional Variance Penalties and Domain Shift RobustnessCode0
Barcode Annotations for Medical Image Retrieval: A Preliminary InvestigationCode0
Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann MachinesCode0
Confidence from Invariance to Image TransformationsCode0
Label Embedded Dictionary Learning for Image ClassificationCode0
Confident Multiple Choice LearningCode0
A Rate-Distortion Framework for Explaining Neural Network DecisionsCode0
Document Classification by Inversion of Distributed Language RepresentationsCode0
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced LossCode0
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural NetworksCode0
Conic Multi-Task ClassificationCode0
A Consistent Diffusion-Based Algorithm for Semi-Supervised Classification on GraphsCode0
Connectionist Temporal Classification with Maximum Entropy RegularizationCode0
Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional NetworksCode0
Label-Embedding for Image ClassificationCode0
Graph-Based Object Classification for Neuromorphic Vision SensingCode0
Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural NetworksCode0
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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