SOTAVerified

Binary Classification

Papers

Showing 23262350 of 2574 papers

TitleStatusHype
LLSF - Learning Label Specific Features for Multi-Label ClassifcationCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient’s PerspectiveCode0
Causality for Inherently Explainable Transformers: CAT-XPLAINCode0
Analysing Risk of Coronary Heart Disease through Discriminative Neural NetworksCode0
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysisCode0
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text ClassificationCode0
Optimizing ROC Curves with a Sort-Based Surrogate Loss Function for Binary Classification and Changepoint DetectionCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
RoBIn: A Transformer-Based Model For Risk Of Bias Inference With Machine Reading ComprehensionCode0
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural NetworksCode0
Robust Bayesian Classification Using an Optimistic Score RatioCode0
Building a Sentiment Corpus of Tweets in Brazilian PortugueseCode0
Robust binary classification with the 01 lossCode0
Longformer: Longitudinal Transformer for Alzheimer's Disease Classification with Structural MRIsCode0
Ord2Seq: Regarding Ordinal Regression as Label Sequence PredictionCode0
Bug Destiny Prediction in Large Open-Source Software Repositories through Sentiment Analysis and BERT Topic ModelingCode0
Cross-Database Liveness Detection: Insights from Comparative Biometric AnalysisCode0
Strokes2Surface: Recovering Curve Networks From 4D Architectural Design SketchesCode0
Finding Optimal Diverse Feature Sets with Alternative Feature SelectionCode0
The Multimarginal Optimal Transport Formulation of Adversarial Multiclass ClassificationCode0
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPICode0
Finding Strong Lottery Ticket Networks with Genetic AlgorithmsCode0
Aggregating Layers for Deepfake DetectionCode0
Outage Performance and Novel Loss Function for an ML-Assisted Resource Allocation: An Exact Analytical FrameworkCode0
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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