SOTAVerified

Binary Classification

Papers

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Showing 1851–1875 of 2574 papers

TitleStatusHype
Measuring Pain in Sickle Cell Disease using Clinical Text—0
Mechanical in-sensor computing: a programmable meta-sensor for structural damage classification without external electronic power—0
Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images—0
MEMD-HHT based Emotion Detection from EEG using 3D CNN—0
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients—0
Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere's Disease—0
Meta-Evaluating Local LLMs: Rethinking Performance Metrics for Serious Games—0
Metalearning with Very Few Samples Per Task—0
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules—0
Metric Elicitation; Moving from Theory to Practice—0
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making—0
Minimax Lower Bounds for Cost Sensitive Classification—0
Minimax Lower Bounds for Realizable Transductive Classification—0
Minimum Excess Risk in Bayesian Learning—0
Mining Invariance from Nonlinear Multi-Environment Data: Binary Classification—0
Mining Program Properties From Neural Networks Trained on Source Code Embeddings—0
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning—0
Misogyny and Aggressiveness Tend to Come Together and Together We Address Them—0
Mitigating Nonlinear Algorithmic Bias in Binary Classification—0
ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease—0
MLBench: How Good Are Machine Learning Clouds for Binary Classification Tasks on Structured Data?—0
ML Supported Predictions for SAT Solvers Performance—0
MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification—0
Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features—0
Model-Agnostic Private Learning via Stability—0
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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