SOTAVerified

Binary Classification

Papers

Showing 7180 of 2574 papers

TitleStatusHype
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
An Algorithm for Learning Smaller Representations of Models With Scarce DataCode1
Clinical Relation Extraction Using Transformer-based ModelsCode1
Alleviating Structural Distribution Shift in Graph Anomaly DetectionCode1
Rank consistent ordinal regression for neural networks with application to age estimationCode1
Constrained Optimization to Train Neural Networks on Critical and Under-Represented ClassesCode1
AGILE3D: Attention Guided Interactive Multi-object 3D SegmentationCode1
Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategyCode1
Counterfactual Zero-Shot and Open-Set Visual RecognitionCode1
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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