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Binary Classification

Papers

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Showing 826–850 of 2574 papers

TitleStatusHype
Z_2 Z_2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural NetworksCode0
Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space -- Transformer Ensemble Models Tackling Deception and Persuasion—0
Automated interpretation of congenital heart disease from multi-view echocardiograms—0
Unified Binary and Multiclass Margin-Based Classification—0
Neural Network Based Approach to Recognition of Meteor Tracks in the Mini-EUSO Telescope Data—0
Leveraging Uncertainty Estimates To Improve Classifier Performance—0
Explicit Change Relation Learning for Change Detection in VHR Remote Sensing ImagesCode0
Training A Multi-stage Deep Classifier with Feedback Signals—0
The AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of AircraftCode0
Reframing Audience Expansion through the Lens of Probability Density EstimationCode0
Regression with Cost-based Rejection—0
Obtaining Explainable Classification Models using Distributionally Robust Optimization—0
Regularized Linear Regression for Binary Classification—0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline—0
Assessing Upper Limb Motor Function in the Immediate Post-Stroke Perioud Using Accelerometry—0
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT—0
Topology Recoverability Prediction for Ad-Hoc Robot Networks: A Data-Driven Fault-Tolerant Approach—0
Early Detection of Depression and Eating Disorders in Spanish: UNSL at MentalRiskES 2023—0
Apple Tasting: Combinatorial Dimensions and Minimax Rates—0
Translating away Translationese without Parallel Data—0
Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 2023—0
''Fifty Shades of Bias'': Normative Ratings of Gender Bias in GPT Generated English Text—0
19 Parameters Is All You Need: Tiny Neural Networks for Particle PhysicsCode0
Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features—0
Detecting and Mitigating Algorithmic Bias in Binary Classification using Causal Modeling—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