SOTAVerified

Binary Classification

Papers

Showing 9911000 of 2574 papers

TitleStatusHype
Representer Point Selection for Explaining Regularized High-dimensional Models0
Attention-Based Methods For Audio Question Answering0
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity Matching using Adapter-tuningCode0
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts0
Faster Margin Maximization Rates for Generic and Adversarially Robust Optimization Methods0
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
Relabeling Minimal Training Subset to Flip a PredictionCode0
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model0
Show:102550
← PrevPage 100 of 258Next →

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