SOTAVerified

Binary Classification

Papers

Showing 15611570 of 2574 papers

TitleStatusHype
Pairwise Supervision Can Provably Elicit a Decision Boundary0
Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems0
Skin Cancer Images Classification using Transfer Learning Techniques0
Small Aerial Target Detection for Airborne Infrared Detection Systems using LightGBM and Trajectory Constraints0
Smoothed Online Classification can be Harder than Batch Classification0
SOAR: Simultaneous Or of And Rules for Classification of Positive & Negative Classes0
Social Support Detection from Social Media Texts0
Soft-SVM Regression For Binary Classification0
SoK: Prompt Hacking of Large Language Models0
Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions0
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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