SOTAVerified

Binary Classification

Papers

Showing 4150 of 2574 papers

TitleStatusHype
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text DetectionCode1
Hard-Attention Gates with Gradient Routing for Endoscopic Image ComputingCode1
OxonFair: A Flexible Toolkit for Algorithmic FairnessCode1
Pairwise Difference Learning for ClassificationCode1
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language FeedbackCode1
Probing the Decision Boundaries of In-context Learning in Large Language ModelsCode1
LogiCode: an LLM-Driven Framework for Logical Anomaly DetectionCode1
Modeling PROTAC Degradation Activity with Machine LearningCode1
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake DetectionCode1
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text DetectionCode1
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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