SOTAVerified

Binary Classification

Papers

Showing 341350 of 2574 papers

TitleStatusHype
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
Real-Time Moving Flock Detection in Pedestrian Trajectories Using Sequential Deep Learning Models0
Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt Scaling0
An Interpretable Machine Learning Approach to Understanding the Relationships between Solar Flares and Source Active Regions0
An Entropic Metric for Measuring Calibration of Machine Learning Models0
How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation0
Using tournaments to calculate AUROC for zero-shot classification with LLMs0
EquiBench: Benchmarking Large Language Models' Understanding of Program Semantics via Equivalence Checking0
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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