SOTAVerified

Binary Classification

Papers

Showing 231240 of 2574 papers

TitleStatusHype
An Improved Dung Beetle Optimizer for Random Forest Optimization0
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification0
An Interpretable Machine Learning Approach to Understanding the Relationships between Solar Flares and Source Active Regions0
HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff0
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification0
A No Free Lunch Theorem for Human-AI Collaboration0
Adversarial examples from computational constraints0
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition0
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning0
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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