SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1426–1450 of 14581 papers

TitleStatusHype
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings—0
A Comparison of Word2Vec, HMM2Vec, and PCA2Vec for Malware Classification—0
Automatic Difficulty Classification of Arabic Sentences—0
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection—0
A novel approach to the classification of terrestrial drainage networks based on deep learning and preliminary results on Solar System bodies—0
Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy—0
Entangled q-Convolutional Neural Nets—0
Amino acid frequency and domain features serve well for random forest based classification of thermophilic and mesophilic protein; a case study on serine proteases—0
Nishimori meets Bethe: a spectral method for node classification in sparse weighted graphsCode0
Structure-Enhanced Meta-Learning For Few-Shot Graph ClassificationCode0
NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification—0
Self-supervised Mean Teacher for Semi-supervised Chest X-ray ClassificationCode0
SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models—0
Semi-Supervised Federated Peer Learning for Skin Lesion ClassificationCode0
Lower-Bounded Proper Losses for Weakly Supervised ClassificationCode0
Distribution-free uncertainty quantification for classification under label shift—0
Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis—0
Learning Granularity-Aware Convolutional Neural Network for Fine-Grained Visual Classification—0
Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning—0
On the privacy-utility trade-off in differentially private hierarchical text classificationCode0
PointGuard: Provably Robust 3D Point Cloud Classification—0
Self-supervised deep convolutional neural network for chest X-ray classification—0
Calibrated simplex-mapping classificationCode0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression—0
Stay on Topic, Please: Aligning User Comments to the Content of a News Article—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