SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 14581 papers

TitleStatusHype
QMUL-SDS at SCIVER: Step-by-Step Binary Classification for Scientific Claim VerificationCode0
Research on the Detection Method of Breast Cancer Deep Convolutional Neural Network Based on Computer Aid—0
Neural Mean Discrepancy for Efficient Out-of-Distribution Detection—0
Mini-batch graphs for robust image classification—0
Complex-valued reservoir computing for aspect classification and slope-angle estimation with low computational cost and high resolution in interferometric synthetic aperture radar—0
On Geodesic Distances and Contextual Embedding Compression for Text ClassificationCode0
The Crowd Classification Problem: Social Dynamics of Binary Choice Accuracy—0
Fuzzy Classification of Multi-intent Utterances—0
Attribute-Modulated Generative Meta Learning for Zero-Shot Classification—0
All Tokens Matter: Token Labeling for Training Better Vision TransformersCode1
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and TextCode1
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations—0
So-ViT: Mind Visual Tokens for Vision TransformerCode1
Automating Visual Blockage Classification of Culverts with Deep Learning—0
Rule Generation for Classification: Scalability, Interpretability, and FairnessCode1
Interpretation of multi-label classification models using shapley valuesCode0
Sensitivity as a Complexity Measure for Sequence Classification TasksCode0
Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks—0
Using CNNs for AD classification based on spatial correlation of BOLD signals during the observation—0
Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study—0
Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error EstimationCode1
Bayesian subset selection and variable importance for interpretable prediction and classification—0
Permutation-Invariant Variational Autoencoder for Graph-Level Representation LearningCode1
WASSA@IITK at WASSA 2021: Multi-task Learning and Transformer Finetuning for Emotion Classification and Empathy Prediction—0
BraidNet: procedural generation of neural networks for image classification problems using braid theory—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