SOTAVerified

Binary Classification

Papers

Showing 201210 of 2574 papers

TitleStatusHype
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text0
Self-Supervised Learning for Detecting AI-Generated Faces as AnomaliesCode0
Architecture for Trajectory-Based Fishing Ship Classification with AIS DataCode1
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT0
Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models0
Learning to Filter Outlier Edges in Global SfMCode1
A New Dataset and Methodology for Malicious URL ClassificationCode0
Leveraging AI for Automatic Classification of PCOS Using Ultrasound ImagingCode0
Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning0
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems0
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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