SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1651–1700 of 2574 papers

TitleStatusHype
Automatic Difficulty Classification of Arabic Sentences—0
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning—0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression—0
Bad and good errors: value-weighted skill scores in deep ensemble learning—0
A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing—0
A Minimax Probability Machine for Non-Decomposable Performance Measures—0
BERT-based Acronym Disambiguation with Multiple Training Strategies—0
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates—0
Learning High-Order Interactions via Targeted Pattern Search—0
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations—0
Expanding boundaries of Gap Safe screeningCode0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification—0
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline MethodologyCode0
Link Prediction Approach to Recommender Systems—0
Data-Driven Logistic Regression Ensembles With Applications in Genomics—0
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution ModelingCode0
The MELODIC family for simultaneous binary logistic regression in a reduced spaceCode0
A generalized quadratic loss for SVM and Deep Neural Networks—0
Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification—0
Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning—0
Fairness Through Regularization for Learning to Rank—0
Faster Maximum Feasible Subsystem Solutions for Dense Constraint Matrices—0
Machine Learning-Based Approaches For Breast Cancer Detection in Microwave ImagingCode0
Classifier Calibration: with application to threat scores in cybersecurityCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Fast rates in structured prediction—0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators—0
A Petri Dish for Histopathology Image Analysis—0
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach—0
Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification ProblemsCode0
Evaluating Online and Offline Accuracy Traversal Algorithms for k-Complete Neural Network ArchitecturesCode0
Walk in Wild: An Ensemble Approach for Hostility Detection in Hindi Posts—0
Fundamental Tradeoffs in Distributionally Adversarial Training—0
TUDublin team at Constraint@AAAI2021 -- COVID19 Fake News Detection—0
Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering—0
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks—0
Task Adaptive Pretraining of Transformers for Hostility Detection—0
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social MediaCode0
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
A Symmetric Loss Perspective of Reliable Machine Learning—0
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks—0
Learning One-hidden-layer Neural Networks on Gaussian Mixture Models with Guaranteed Generalizability—0
AE-SMOTE: A Multi-Modal Minority Oversampling Framework—0
Adaptive Curriculum Learning—0
Analysing Features Learned Using Unsupervised Models on Program Embeddings—0
Improving Sequence Generative Adversarial Networks with Feature Statistics Alignment—0
AUL is a better optimization metric in PU learning—0
Distribution Embedding Network for Meta-Learning with Variable-Length Input—0
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary ClassificationCode0
Show:102550
← PrevPage 34 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