SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2326–2350 of 2574 papers

TitleStatusHype
Comparison theorems on large-margin learning—0
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models—0
Complementary to Multiple Labels: A Correlation-Aware Correction Approach—0
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data—0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—0
Compressing (Multidimensional) Learned Bloom Filters—0
Compressor-Based Classification for Atrial Fibrillation Detection—0
Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan—0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue—0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods—0
Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing—0
Conformal Transformation of Kernels: A Geometric Perspective on Text Classification—0
CONSENT: Context Sensitive Transformer for Bold Words Classification—0
Consistency Analysis for Binary Classification Revisited—0
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods—0
Consistent Binary Classification with Generalized Performance Metrics—0
Consistent optimization of AMS by logistic loss minimization—0
Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition—0
Constructing a Corpus of Japanese Predicate Phrases for Synonym/Antonym Relations—0
Content Rating Classification for Fan Fiction—0
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images—0
ConTFV: A Contrastive Learning Framework for Table-based Fact Verification—0
Continuous Output Personality Detection Models via Mixed Strategy Training—0
Contour Detection in Unstructured 3D Point Clouds—0
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation—0
Show:102550
← PrevPage 94 of 103Next →
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