SOTAVerified

Binary Classification

Papers

Showing 881890 of 2574 papers

TitleStatusHype
Direct Symbol Decoding using GA-SVM in Chaotic Baseband Wireless Communication System0
Early-stopped neural networks are consistent0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC0
Direct Loss Minimization for Structured Prediction0
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation0
Ecological Neural Architecture Search0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation0
Effective Data Augmentation for Sentence Classification Using One VAE per Class0
Effectively Leveraging BERT for Legal Document Classification0
Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM0
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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