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Binary Classification

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Showing 2201–2225 of 2574 papers

TitleStatusHype
Infinite Curriculum Learning for Efficiently Detecting Gastric Ulcers in WCE Images—0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Parity Queries for Binary Classification—0
Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network—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
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
Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson's Disease—0
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals—0
A Hierarchical Approach to Neural Context-Aware Modeling—0
Global and local evaluation of link prediction tasks with neural embeddings—0
Premise selection with neural networks and distributed representation of featuresCode0
Contrastive Video Representation Learning via Adversarial Perturbations—0
Particle Filtering Methods for Stochastic Optimization with Application to Large-Scale Empirical Risk Minimization—0
Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-ExpertsCode0
Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines—0
A New Variational Model for Binary Classification in the Supervised Learning Context—0
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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