SOTAVerified

Binary Classification

Papers

Showing 971980 of 2574 papers

TitleStatusHype
Classified as unknown: A novel Bayesian neural network0
Understanding Self-Distillation in the Presence of Label Noise0
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
Lp Quasi-norm Minimization: Algorithm and Applications0
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair ClassificationCode0
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons0
Long-tail Detection with Effective Class-MarginsCode1
Topological Understanding of Neural Networks, a survey0
Deterministic Online Classification: Non-iteratively Reweighted Recursive Least-Squares for Binary Class Rebalancing0
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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