SOTAVerified

Binary Classification

Papers

Showing 15511575 of 2574 papers

TitleStatusHype
Self-supervised Spatial Reasoning on Multi-View Line DrawingsCode1
Constructing long-short stock portfolio with a new listwise learn-to-rank algorithmCode1
Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data0
Achieving Small Test Error in Mildly Overparameterized Neural Networks0
Analysing Cyberbullying using Natural Language Processing by Understanding Jargon in Social Media0
QMUL-SDS at SCIVER: Step-by-Step Binary Classification for Scientific Claim VerificationCode0
Machine vision detection to daily facial fatigue with a nonlocal 3D attention network0
Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error EstimationCode1
UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more AttentionCode0
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
BERT based Transformers lead the way in Extraction of Health Information from Social MediaCode0
Conclusive Local Interpretation Rules for Random ForestsCode0
Sentiment-based Candidate Selection for NMTCode0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model0
Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives0
Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics0
Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network0
Concentration bounds for the empirical angular measure with statistical learning applicationsCode0
Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification0
Robust Adversarial Classification via Abstaining0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data0
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification0
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training0
Related Named Entities Classification in the Economic-Financial Context0
An Expert Annotated Dataset for the Detection of Online MisogynyCode1
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Benchmark Results

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