SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 976–1000 of 2574 papers

TitleStatusHype
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images—0
Strokes2Surface: Recovering Curve Networks From 4D Architectural Design SketchesCode0
Making Binary Classification from Multiple Unlabeled Datasets Almost Free of Supervision—0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
Machine-Learning Kronecker Coefficients—0
Binary Classification with Instance and Label Dependent Label Noise—0
Matched Pair Calibration for Ranking Fairness—0
Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables—0
Towards Understanding Clean Generalization and Robust Overfitting in Adversarial Training—0
Streaming algorithms for evaluating noisy judges on unlabeled data -- binary classification—0
Boosting the Performance of Transformer Architectures for Semantic Textual Similarity—0
Identifying Visible Tissue in Intraoperative Ultrasound Images during Brain Surgery: A Method and Application—0
The Risks of Recourse in Binary ClassificationCode0
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability—0
Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations—0
Representer Point Selection for Explaining Regularized High-dimensional Models—0
Attention-Based Methods For Audio Question Answering—0
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity Matching using Adapter-tuningCode0
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts—0
Faster Margin Maximization Rates for Generic and Adversarially Robust Optimization Methods—0
Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup—0
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question AnsweringCode0
Evaluating Factual Consistency of Summaries with Large Language ModelsCode0
Relabeling Minimal Training Subset to Flip a PredictionCode0
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model—0
Show:102550
← PrevPage 40 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