SOTAVerified

Binary Classification

Papers

Showing 191200 of 2574 papers

TitleStatusHype
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer InterfaceCode1
Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball CrowdsCode1
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly DetectionCode1
Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization AlgorithmsCode1
Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategyCode1
Revisiting Graph-Based Fraud Detection in Sight of Heterophily and SpectrumCode1
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean SpaceCode1
Sampling Generative NetworksCode1
Probing the Decision Boundaries of In-context Learning in Large Language ModelsCode1
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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