SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4251–4275 of 14581 papers

TitleStatusHype
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification—0
A Three-Player GAN: Generating Hard Samples To Improve Classification Networks—0
Cost-Sensitive Machine Learning Classification for Mass Tuberculosis Verbal Screening—0
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data—0
A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays—0
Alternating direction method of multipliers for penalized zero-variance discriminant analysis—0
Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification—0
Cost-sensitive detection with variational autoencoders for environmental acoustic sensing—0
A Theory on AI Uncertainty Based on Rademacher Complexity and Shannon Entropy—0
Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation—0
Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification—0
A Theory of Diagnostic Interpretation in Supervised Classification—0
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data—0
A Theoretical Analysis of the Number of Shots in Few-Shot Learning—0
Cost-Sensitive Approach to Batch Size Adaptation for Gradient Descent—0
Costly Features Classification using Monte Carlo Tree Search—0
A Theoretical Analysis of Deep Neural Networks for Texture Classification—0
Alpha MAML: Adaptive Model-Agnostic Meta-Learning—0
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing—0
Accurate Text-Enhanced Knowledge Graph Representation Learning—0
Gaze-in-wild: A dataset for studying eye and head coordination in everyday activities—0
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss—0
Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry—0
Cost-based Feature Transfer for Vehicle Occupant Classification—0
A Theoretical Analysis of Contrastive Unsupervised Representation Learning—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