SOTAVerified

Binary Classification

Papers

Showing 4150 of 2574 papers

TitleStatusHype
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language ModelCode1
Bicleaner AI: Bicleaner Goes NeuralCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
ACFD: Asymmetric Cartoon Face DetectorCode1
A Closer Look at AUROC and AUPRC under Class ImbalanceCode1
Bi-LORA: A Vision-Language Approach for Synthetic Image DetectionCode1
Beyond AUROC & co. for evaluating out-of-distribution detection performanceCode1
Achieving robustness in classification using optimal transport with hinge regularizationCode1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
BORE: Bayesian Optimization by Density-Ratio EstimationCode1
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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