SOTAVerified

Binary Classification

Papers

Showing 23912400 of 2574 papers

TitleStatusHype
Exploiting Unlabeled Data for Neural Grammatical Error Detection0
What Can Be Predicted from Six Seconds of Driver Glances?0
Scalable Approximations for Generalized Linear Problems0
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max PoolingCode0
Why comparing survival curves between two subgroups may be misleading0
Predicting Domain Generation Algorithms with Long Short-Term Memory NetworksCode0
Auxiliary gradient-based sampling algorithmsCode0
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
Online Classification with Complex Metrics0
On statistical learning via the lens of compression0
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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