SOTAVerified

Binary Classification

Papers

Showing 16011610 of 2574 papers

TitleStatusHype
Holistic Features For Real-Time Crowd Behaviour Anomaly Detection0
How can we generalise learning distributed representations of graphs?0
How Does Knowledge of the AUC Constrain the Set of Possible Ground-truth Labelings?0
How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance0
How isotropic kernels perform on simple invariants0
How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation0
How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings0
How to Achieve Higher Accuracy with Less Training Points?0
How to Control the Error Rates of Binary Classifiers0
How to Learn a Star: Binary Classification with Starshaped Polyhedral Sets0
Show:102550
← PrevPage 161 of 258Next →

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