SOTAVerified

Binary Classification

Papers

Showing 10111020 of 2574 papers

TitleStatusHype
Hybrid Model using Feature Extraction and Non-linear SVM for Brain Tumor Classification0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation0
Transformers for End-to-End InfoSec Tasks: A Feasibility Study0
Label Encoding for Regression NetworksCode1
High Dimensional Binary Classification under Label Shift: Phase Transition and Regularization0
Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled LearningCode0
Semi-supervised binary classification with latent distance learning0
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis0
Deep-Learning-based Vulnerability Detection in Binary Executables0
Positive unlabeled learning with tensor networksCode0
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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