SOTAVerified

Binary Classification

Papers

Showing 801–825 of 2574 papers

TitleStatusHype
Multilingual Bias Detection and Mitigation for Indian Languages—0
On support vector machines under a multiple-cost scenario—0
Cluster-based classification with neural ODEs via control—0
Deep Learning Based Face Recognition Method using Siamese Network—0
Metalearning with Very Few Samples Per Task—0
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology—0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Leveraging the Urysohn Lemma of Topology for an Enhanced Binary ClassifierCode0
Enhancing Edge Intelligence with Highly Discriminant LNT Features—0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of NigeriaCode0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning—0
Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector MachinesCode0
Low-resource classification of mobility functioning information in clinical sentences using large language models—0
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models—0
Data-driven optimal stopping: A pure exploration analysis—0
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images—0
Mitigating Nonlinear Algorithmic Bias in Binary Classification—0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
Improving Bias Mitigation through Bias Experts in Natural Language UnderstandingCode0
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking—0
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network—0
Revisiting Non-separable Binary Classification and its Applications in Anomaly DetectionCode0
Towards Transparency in Coreference Resolution: A Quantum-Inspired ApproachCode0
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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