SOTAVerified

Binary Classification

Papers

Showing 20612070 of 2574 papers

TitleStatusHype
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods0
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and VideosCode0
Binary Classification using Pairs of Minimum Spanning Trees or N-ary Trees0
Online Active Learning of Reject Option Classifiers0
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary ClassificationCode0
Balanced off-policy evaluation in general action spaces0
Inductive Bias of Gradient Descent based Adversarial Training on Separable Data0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation0
NLP@UIOWA at SemEval-2019 Task 6: Classifying the Crass using Multi-windowed CNNs0
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums0
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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