SOTAVerified

Binary Classification

Papers

Showing 131140 of 2574 papers

TitleStatusHype
Biased Heritage: How Datasets Shape Models in Facial Expression RecognitionCode0
Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method0
On the Development of Binary Classification Algorithm Based on Principles of Geometry and Statistical Inference0
Large Language Models for Healthcare Text Classification: A Systematic Review0
Motor Imagery EEG Signals: Multi-Task Classification and Subject Identification with a Lightweight CNN0
Evaluation of Hate Speech Detection Using Large Language Models and Geographical ContextualizationCode0
Learning sparse generalized linear models with binary outcomes via iterative hard thresholding0
Monitoring snow avalanches from SAR data with deep learning0
Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoningCode0
DiffFake: Exposing Deepfakes using Differential Anomaly Detection0
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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