SOTAVerified

Binary Classification

Papers

Showing 15761600 of 2574 papers

TitleStatusHype
Distributed support-vector-machine over dynamic balanced directed networks0
Reliable Detection of Compressed and Encrypted Data0
Benchmarking Representation Learning for Natural World Image CollectionsCode0
Strong Optimal Classification TreesCode1
Score-oriented loss (SOL) functionsCode0
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks0
HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection0
Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography0
Binary disease prediction using tail quantiles of the distribution of continuous biomarkers0
The Success of AdaBoost and Its Application in Portfolio Management0
A Link between Coding Theory and Cross-Validation with Applications0
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer InterfaceCode1
Learning to increase matching efficiency in identifying additional b-jets in the ttbb process0
Direct Symbol Decoding using GA-SVM in Chaotic Baseband Wireless Communication System0
Robust Model Compression Using Deep HypothesesCode0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification0
Mining Program Properties From Neural Networks Trained on Source Code Embeddings0
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings0
Automatic Difficulty Classification of Arabic Sentences0
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression0
Bad and good errors: value-weighted skill scores in deep ensemble learning0
Multi-attentional Deepfake DetectionCode1
A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing0
Counterfactual Zero-Shot and Open-Set Visual RecognitionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified