SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1676–1700 of 2574 papers

TitleStatusHype
ISIKUN at the FinCausal 2020: Linguistically informed Machine-learning Approach for Causality Identification in Financial DocumentsCode0
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020—0
Task-Aware Representation of Sentences for Generic Text Classification—0
Predicting Clickbait Strength in Online Social Media—0
Similarity or deeper understanding? Analyzing the TED-Q dataset of evoked questionsCode0
JCT at SemEval-2020 Task 1: Combined Semantic Vector Spaces Models for Unsupervised Lexical Semantic Change Detection—0
Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection—0
A Fair Classifier Using Kernel Density Estimation—0
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case—0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts—0
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit—0
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels—0
Implicit bias of deep linear networks in the large learning rate phase—0
Screening COVID-19 cases using Deep Neural Networks with X-ray images—0
A More Biologically Plausible Local Learning Rule for ANNs—0
Quantum Multiple Kernel Learning—0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization—0
Neural network approximation and estimation of classifiers with classification boundary in a Barron class—0
Forecasting Probability of Default for Consumer Loan Management with Gaussian Mixture Models—0
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View—0
MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling—0
Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure—0
Linear Dilation-Erosion Perceptron for Binary Classification—0
Classification of optics-free images with deep neural networks—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
Show:102550
← PrevPage 68 of 103Next →
All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified