SOTAVerified

Binary Classification

Papers

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Showing 701–725 of 2574 papers

TitleStatusHype
On the Learning Property of Logistic and Softmax Losses for Deep Neural NetworksCode0
On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution DetectionCode0
Learning Multi-Domain Convolutional Neural Networks for Visual TrackingCode0
RoBIn: A Transformer-Based Model For Risk Of Bias Inference With Machine Reading ComprehensionCode0
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and DiscoveryCode0
Calibration of Machine Learning Classifiers for Probability of Default Modelling—0
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques—0
Calibrating Deep Neural Networks by Pairwise Constraints—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification—0
A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy—0
On the Variance of Neural Network Training with respect to Test Sets and Distributions—0
CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence—0
A Novel Gaussian Min-Max Theorem and its Applications—0
Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering—0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem—0
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context—0
Building Decision Forest via Deep Reinforcement Learning—0
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens—0
A Novel Approach To Network Intrusion Detection System Using Deep Learning For Sdn: Futuristic Approach—0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators—0
A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold—0
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning—0
An "outside the box" solution for imbalanced data classification—0
A Notion of Uniqueness for the Adversarial Bayes Classifier—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