SOTAVerified

Binary Classification

Papers

Showing 701710 of 2574 papers

TitleStatusHype
Minimax Optimal Fair Classification with Bounded Demographic DisparityCode0
A Transformer-Based Framework for Payload Malware Detection and Classification0
State of the art applications of deep learning within tracking and detecting marine debris: A survey0
On the rates of convergence for learning with convolutional neural networks0
A Novel Loss Function-based Support Vector Machine for Binary Classification0
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathologyCode0
Biased Binary Attribute Classifiers Ignore the Majority ClassesCode0
Next day fire prediction via semantic segmentation0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making0
Towards Unsupervised Question Answering System with Multi-level Summarization for Legal Text0
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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