SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5551–5600 of 14581 papers

TitleStatusHype
Hallucinating Optical Flow Features for Video ClassificationCode0
Better Long-Range Dependency By Bootstrapping A Mutual Information RegularizerCode0
Accelerating Extreme Classification via Adaptive Feature AgglomerationCode0
Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion—0
A Compact Representation of Histopathology Images using Digital Stain Separation & Frequency-Based Encoded Local Projections—0
Efficient Object Embedding for Spliced Image Retrieval—0
Why gradient clipping accelerates training: A theoretical justification for adaptivityCode0
Cumulative link models for deep ordinal classificationCode0
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust ClassificationCode0
Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier—0
Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes—0
On a scalable problem transformation method for multi-label learning—0
Radial Prediction LayerCode0
Graph Neural Networks Exponentially Lose Expressive Power for Node ClassificationCode0
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural NetworksCode0
Radar-based Feature Design and Multiclass Classification for Road User Recognition—0
Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep NetworksCode1
Style transfer-based image synthesis as an efficient regularization technique in deep learning—0
Breast mass classification in ultrasound based on Kendall's shape manifold—0
Combating Label Noise in Deep Learning Using AbstentionCode1
Dynamically Visual Disambiguation of Keyword-based Image Search—0
A Rate-Distortion Framework for Explaining Neural Network DecisionsCode0
Edge Contraction Pooling for Graph Neural Networks—0
Best-scored Random Forest Classification—0
Graph Filtration LearningCode0
Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface—0
A Hybrid Algorithm for Metaheuristic Optimization—0
Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets—0
Classification Accuracy Score for Conditional Generative Models—0
Deep Online Learning with Stochastic Constraints—0
Hyperbolic Interaction Model For Hierarchical Multi-Label ClassificationCode0
Rearchitecting Classification Frameworks For Increased Robustness—0
Extreme Multi-Label Legal Text Classification: A case study in EU Legislation—0
Robust Classification using Robust Feature Augmentation—0
Underwater Fish Detection with Weak Multi-Domain Supervision—0
Why do These Match? Explaining the Behavior of Image Similarity ModelsCode0
Usage of multiple RTL features for Earthquake prediction—0
SuperCaptioning: Image Captioning Using Two-dimensional Word Embedding—0
Domain Adaptive Attention Learning for Unsupervised Person Re-Identification—0
Bivariate Beta-LSTMCode0
Is a Single Vector Enough? Exploring Node Polysemy for Network EmbeddingCode0
Average Individual Fairness: Algorithms, Generalization and ExperimentsCode0
A Novel Deep Arrhythmia-Diagnosis Network for Atrial Fibrillation Classification Using Electrocardiogram Signals—0
A Generalization Error Bound for Multi-class Domain Generalization—0
Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationCode0
LdSM: Logarithm-depth Streaming Multi-label Decision Trees—0
Induction of Non-Monotonic Rules From Statistical Learning Models Using High-Utility Itemset MiningCode0
Fully Hyperbolic Convolutional Neural Networks—0
Texture retrieval using periodically extended and adaptive curvelets—0
Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence RatesCode0
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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