SOTAVerified

Binary Classification

Papers

Showing 10311040 of 2574 papers

TitleStatusHype
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning0
Detecting Disengagement in Virtual Learning as an Anomaly using Temporal Convolutional Network Autoencoder0
Towards Improved Learning in Gaussian Processes: The Best of Two Worlds0
Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning0
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models0
Okapi: Generalising Better by Making Statistical Matches MatchCode0
Are Face Detection Models Biased?0
Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty0
Two-stage LLM Fine-tuning with Less Specialization and More Generalization0
Xtreme Margin: A Tunable Loss Function for Binary Classification Problems0
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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