SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1401–1450 of 2574 papers

TitleStatusHype
Fundamental Limits of Transfer Learning in Binary Classifications—0
Scaling Densities For Improved Density Ratio Estimation—0
Multi-Task Distribution Learning—0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space—0
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification—0
IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications—0
Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics—0
Prediction of severe thunderstorm events with ensemble deep learning and radar data—0
Transforming Fake News: Robust Generalisable News Classification Using TransformersCode0
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study—0
Violence Detection in Videos—0
The Report on China-Spain Joint Clinical Testing for Rapid COVID-19 Risk Screening by Eye-region Manifestations—0
Utterance-level neural confidence measure for end-to-end children speech recognition—0
Explainable Identification of Dementia from Transcripts using Transformer Networks—0
Predicting Loss Risks for B2B Tendering Processes—0
On the Efficiency of Subclass Knowledge Distillation in Classification Tasks—0
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network—0
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks—0
Spatiotemporal Inconsistency Learning for DeepFake Video Detection—0
Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks—0
Effect of the output activation function on the probabilities and errors in medical image segmentationCode0
Automatic Transformation of Clinical Narratives into Structured Format—0
Siamese Networks for Inference in Malayalam Language Texts—0
Word Discriminations for Vocabulary Inventory PredictionCode0
Fiction in Russian Translation: A Translationese Study—0
Overview of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments—0
Representation of binary classification trees with binary features by quantum circuitsCode0
Quadratic mutual information regularization in real-time deep CNN models—0
CGEMs: A Metric Model for Automatic Code Generation using GPT-3—0
Abnormal Road Surface Detection Using Wheel Sensor Data—0
Fast Newton method solving KLR based on Multilevel Circulant Matrix with log-linear complexityCode1
Optimally Efficient Sequential Calibration of Binary Classifiers to Minimize Classification Error—0
Vis2Mesh: Efficient Mesh Reconstruction from Unstructured Point Clouds of Large Scenes with Learned Virtual View VisibilityCode1
Graph Contrastive Learning for Anomaly DetectionCode1
Weakly Supervised Classification Using Group-Level Labels—0
Equity-Directed Bootstrapping: Examples and Analysis—0
Investigating the Relationship Between Dropout Regularization and Model Complexity in Neural Networks—0
Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages—0
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning—0
Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture LearningCode0
Enterprise Analytics using Graph Database and Graph-based Deep Learning—0
LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection—0
sarcasm detection and quantification in arabic tweets—0
Solving Fashion Recommendation -- The Farfetch Challenge—0
SphereFace2: Binary Classification is All You Need for Deep Face Recognition—0
An Empirical Evaluation of End-to-End Polyphonic Optical Music RecognitionCode1
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection—0
Sentiment-based Candidate Selection for NMTCode0
Fine-grained Classification of Political Bias in German News: A Data Set and Initial ExperimentsCode0
DALC: the Dutch Abusive Language CorpusCode1
Show:102550
← PrevPage 29 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