SOTAVerified

Binary Classification

Papers

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Showing 201–250 of 2574 papers

TitleStatusHype
Iris Presentation Attack Detection Based on Photometric Stereo FeaturesCode1
VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG SignalsCode1
Training Classifiers with Natural Language ExplanationsCode1
Robust Loss Functions under Label Noise for Deep Neural NetworksCode1
Multi-class probabilistic classification using inductive and cross Venn-Abers predictorsCode1
Sampling Generative NetworksCode1
Stereo Matching by Training a Convolutional Neural Network to Compare Image PatchesCode1
On distinguishability criteria for estimating generative modelsCode1
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework—0
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios—0
Inverse Scene Text RemovalCode0
Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning—0
Private Model Personalization Revisited—0
Exploring Strategies for Personalized Radiation Therapy Part I Unlocking Response-Related Tumor Subregions with Class Activation Mapping—0
I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution—0
LLM-Powered Intent-Based Categorization of Phishing Emails—0
Universal Rates of ERM for Agnostic Learning—0
Detecting immune cells with label-free two-photon autofluorescence and deep learning—0
On the existence of consistent adversarial attacks in high-dimensional linear classification—0
Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model—0
Adversarial Surrogate Risk Bounds for Binary Classification—0
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging—0
DEAL: Disentangling Transformer Head Activations for LLM Steering—0
Zeroth-Order Optimization Finds Flat Minima—0
CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Trade-offs in Data Memorization via Strong Data Processing Inequalities—0
Quantum Ensembling Methods for Healthcare and Life Science—0
Localized Forest Fire Risk Prediction: A Department-Aware Approach for Operational Decision Support—0
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature ReviewsCode0
PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial PatchesCode0
The Rich and the Simple: On the Implicit Bias of Adam and SGD—0
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine—0
Individualised Counterfactual Examples Using Conformal Prediction Intervals—0
AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing—0
Revolutionizing Wildfire Detection with Convolutional Neural Networks: A VGG16 Model Approach—0
Token-level Accept or Reject: A Micro Alignment Approach for Large Language ModelsCode0
Rhapsody: A Dataset for Highlight Detection in PodcastsCode0
Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech—0
A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking—0
Mechanical in-sensor computing: a programmable meta-sensor for structural damage classification without external electronic power—0
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models—0
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes—0
Attention with Trained Embeddings Provably Selects Important Tokens—0
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection—0
Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing—0
Adaptive Estimation and Learning under Temporal Distribution Shift—0
CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data—0
XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI dataCode0
Safety Alignment Can Be Not Superficial With Explicit Safety Signals—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