SOTAVerified

Binary Classification

Papers

Showing 1120 of 2574 papers

TitleStatusHype
UCF: Uncovering Common Features for Generalizable Deepfake DetectionCode3
LTNtorch: PyTorch Implementation of Logic Tensor NetworksCode2
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsCode2
Maintaining Plasticity in Deep Continual LearningCode2
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive LearningCode2
Detecting and Grounding Multi-Modal Media Manipulation and BeyondCode2
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal ModelsCode2
DeDoDe: Detect, Don't Describe -- Describe, Don't Detect for Local Feature MatchingCode2
Detecting and Grounding Multi-Modal Media ManipulationCode2
DeepDTA: Deep Drug-Target Binding Affinity PredictionCode2
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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