SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 276–300 of 14581 papers

TitleStatusHype
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications—0
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and RegressionCode0
MPN: Multimodal Parallel Network for Audio-Visual Event Localization—0
A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification—0
IndoFashion : Apparel Classification for Indian Ethnic ClothesCode1
Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark—0
Robust Adversarial Classification via Abstaining—0
Disentangled Non-Local Network for Hyperspectral and LiDAR Data Classification—0
White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks—0
Classification with Runge-Kutta networks and feature space augmentationCode0
Hyperspectral and LiDAR data classification based on linear self-attention—0
Beyond Categorical Label Representations for Image ClassificationCode1
Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model—0
SERRANT: a syntactic classifier for English Grammatical Error TypesCode1
Robust Classification Under _0 Attack for the Gaussian Mixture Model—0
An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network—0
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text ClassificationCode0
AST: Audio Spectrogram TransformerCode2
Explainability-aided Domain Generalization for Image Classification—0
SetConv: A New Approach for Learning from Imbalanced Data—0
Gradient-based Adversarial Deep Modulation Classification with Data-driven Subsampling—0
Exploring the Role of BERT Token Representations to Explain Sentence Probing ResultsCode0
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification—0
Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems—0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data—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
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