SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2201–2225 of 2574 papers

TitleStatusHype
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions—0
Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error—0
On the Learning Dynamics of Deep Neural Networks—0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue—0
Solving for multi-class: a survey and synthesis—0
Sample Complexity of Nonparametric Semi-Supervised Learning—0
Binary Classification of Alzheimer Disease using sMRI Imaging modality and Deep Learning—0
On the Calibration of Nested Dichotomies for Large Multiclass Tasks—0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Infinite Curriculum Learning for Efficiently Detecting Gastric Ulcers in WCE Images—0
Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network—0
Parity Queries for Binary Classification—0
Learning Discriminative Video Representations Using Adversarial Perturbations—0
Hierarchical CVAE for Fine-Grained Hate Speech Classification—0
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop SchedulingCode0
A Characterwise Windowed Approach to Hebrew Morphological SegmentationCode0
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models—0
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization—0
Fake Sentence Detection as a Training Task for Sentence Encoding—0
Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant—0
Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson's Disease—0
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation—0
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs—0
Supervised Rhyme Detection with Siamese Recurrent Networks—0
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals—0
Show:102550
← PrevPage 89 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