SOTAVerified

Binary Classification

Papers

Showing 19611970 of 2574 papers

TitleStatusHype
An "outside the box" solution for imbalanced data classification0
Selective sampling for accelerating training of deep neural networksCode0
Streaming Bayesian Inference for Crowdsourced Classification0
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features0
Decoding Imagined Speech and Computer Control using Brain Waves0
Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis0
Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning0
Training Set Effect on Super Resolution for Automated Target Recognition0
Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibrationCode0
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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