SOTAVerified

Binary Classification

Papers

Showing 10011010 of 2574 papers

TitleStatusHype
Learning to Estimate: A Real-Time Online Learning Framework for MIMO-OFDM Channel Estimation0
Relabeling Minimal Training Subset to Flip a PredictionCode0
Three-way Imbalanced Learning based on Fuzzy Twin SVM0
Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits0
The Adversarial Consistency of Surrogate Risks for Binary Classification0
Automatic learning algorithm selection for classification via convolutional neural networks0
Outage Performance and Novel Loss Function for an ML-Assisted Resource Allocation: An Exact Analytical FrameworkCode0
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
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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