SOTAVerified

Binary Classification

Papers

Showing 16511660 of 2574 papers

TitleStatusHype
Detecting Hate Speech in Multi-modal MemesCode1
Minimum Excess Risk in Bayesian Learning0
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary ClassificationCode0
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New InsightsCode1
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare0
Universal Approximation Properties for an ODENet and a ResNet: Mathematical Analysis and Numerical Experiments0
Binary Classification Tests, Imperfect Standards, and Ambiguous Information0
Unsupervised Anomaly Detectors to Detect Intrusions in the Current Threat Landscape0
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree0
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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