SOTAVerified

Binary Classification

Papers

Showing 871880 of 2574 papers

TitleStatusHype
Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup0
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question AnsweringCode0
Evaluating Factual Consistency of Summaries with Large Language ModelsCode0
Learning to Estimate: A Real-Time Online Learning Framework for MIMO-OFDM Channel Estimation0
A study of conceptual language similarity: comparison and evaluation0
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model0
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
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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