SOTAVerified

Binary Classification

Papers

Showing 881890 of 2574 papers

TitleStatusHype
Outage Performance and Novel Loss Function for an ML-Assisted Resource Allocation: An Exact Analytical FrameworkCode0
Automatic learning algorithm selection for classification via convolutional neural networks0
Label Smoothing is Robustification against Model Misspecification0
Pearson-Matthews correlation coefficients for binary and multinary classification and hypothesis testing0
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks0
Vulnerability Detection Using Two-Stage Deep Learning Models0
A LSTM and Cost-Sensitive Learning-Based Real-Time Warning for Civil Aviation Over-limit0
Understanding Noise-Augmented Training for Randomized SmoothingCode0
GradTree: Learning Axis-Aligned Decision Trees with Gradient DescentCode1
Reconstructing Training Data from Multiclass Neural Networks0
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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