SOTAVerified

Binary Classification

Papers

Showing 22812290 of 2574 papers

TitleStatusHype
Model-Agnostic Private Learning via Stability0
A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization0
Online Deep Learning: Growing RBM on the fly0
A Reductions Approach to Fair ClassificationCode0
"You are no Jack Kennedy": On Media Selection of Highlights from Presidential Debates0
Understanding the Loss Surface of Neural Networks for Binary Classification0
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator0
Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks0
Unsupervised Evaluation and Weighted Aggregation of Ranked PredictionsCode0
Fast Interactive Image Retrieval using large-scale unlabeled data0
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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