SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1801–1825 of 14581 papers

TitleStatusHype
Generative Max-Mahalanobis Classifiers for Image Classification, Generation and MoreCode0
Certified robustness against physically-realizable patch attack via randomized cropping—0
On Self-Supervised Image Representations for GAN Evaluation—0
Brain Tumor Detection and Classification based on Hybrid Ensemble Classifier—0
FASG: Feature Aggregation Self-training GCN for Semi-supervised Node Classification—0
Buffer Zone based Defense against Adversarial Examples in Image Classification—0
Wasserstein Distributional Normalization—0
Cluster & Tune: Enhance BERT Performance in Low Resource Text Classification—0
Demystifying Loss Functions for Classification—0
One-class Classification Robust to Geometric Transformation—0
Quantifying Task Complexity Through Generalized Information Measures—0
Out-of-Distribution Classification and Clustering—0
A Near-Optimal Recipe for Debiasing Trained Machine Learning Models—0
Graph-Graph Similarity Network—0
Attacking Few-Shot Classifiers with Adversarial Support Sets—0
Learning Flexible Classifiers with Shot-CONditional Episodic (SCONE) Training—0
Modeling Human Development: Effects of Blurred Vision on Category Learning in CNNs—0
Graph Structural Aggregation for Explainable Learning—0
VEM-GCN: Topology Optimization with Variational EM for Graph Convolutional Networks—0
Task Calibration for Distributional Uncertainty in Few-Shot Classification—0
More Side Information, Better Pruning: Shared-Label Classification as a Case Study—0
Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray—0
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and ClassificationCode0
3D Human motion anticipation and classification—0
Similarity Classification of Public Transit StationsCode0
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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