SOTAVerified

Binary Classification

Papers

Showing 12511260 of 2574 papers

TitleStatusHype
Breaking Fair Binary Classification with Optimal Flipping Attacks0
Intersection Prediction from Single 360° Image via Deep Detection of Possible Direction of Travel0
On Improving Cross-dataset Generalization of Deepfake Detectors0
Emphasis on the Minimization of False Negatives or False Positives in Binary Classification0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning0
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detectionCode1
Building Decision Forest via Deep Reinforcement Learning0
Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-GuidanceCode0
Underwater single-channel acoustic signal multitarget recognition using convolutional neural networksCode1
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks0
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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