SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2101–2150 of 2574 papers

TitleStatusHype
Biased Binary Attribute Classifiers Ignore the Majority ClassesCode0
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline MethodologyCode0
Similarity or deeper understanding? Analyzing the TED-Q dataset of evoked questionsCode0
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer InterfacesCode0
Discriminative Active LearningCode0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
Inverse Design of Metal-Organic Frameworks Using Quantum Natural Language ProcessingCode0
Inverse Scene Text RemovalCode0
Inverse-Weighted Survival GamesCode0
Distributed Variational Inference for Online Supervised LearningCode0
Detecting Decision Ambiguity from Facial ImagesCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
SKDU at De-Factify 4.0: Natural Language Features for AI-Generated Text-DetectionCode0
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain SetupsCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Non-Negative Networks Against Adversarial AttacksCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-TaskingCode0
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max PoolingCode0
An Optimization Approach to Learning Falling Rule ListsCode0
pSVM: Soft-margin SVMs with p-norm Hinge LossCode0
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social MediaCode0
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity Matching using Adapter-tuningCode0
NFAD: Fixing anomaly detection using normalizing flowsCode0
NoScope: Optimizing Neural Network Queries over Video at ScaleCode0
Notes on Noise Contrastive Estimation and Negative SamplingCode0
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic NodesCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Deep Transfer Learning for Static Malware ClassificationCode0
Do We Really Need Imputation in AutoML Predictive Modeling?Code0
Positive Unlabeled Learning Selected Not At Random (PULSNAR): class proportion estimation when the SCAR assumption does not holdCode0
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification FrameworkCode0
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networksCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
ISIKUN at the FinCausal 2020: Linguistically informed Machine-learning Approach for Causality Identification in Financial DocumentsCode0
Classifying Overlapping Gaussian Mixtures in High Dimensions: From Optimal Classifiers to Neural NetsCode0
Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary ClassificationCode0
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary SegmentationCode0
Nullpointer at CheckThat! 2024: Identifying Subjectivity from Multilingual Text SequenceCode0
Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning ApproachCode0
Smooth Ranking SVM via Cutting-Plane MethodCode0
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in VideoCode0
QMUL-SDS at SCIVER: Step-by-Step Binary Classification for Scientific Claim VerificationCode0
ABCFair: an Adaptable Benchmark approach for Comparing Fairness MethodsCode0
Why Did You Not Compare With That? Identifying Papers for Use as BaselinesCode0
Show:102550
← PrevPage 43 of 52Next →
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