SOTAVerified

Binary Classification

Papers

Showing 211220 of 2574 papers

TitleStatusHype
Latenrgy: Model Agnostic Latency and Energy Consumption Prediction for Binary Classifiers0
IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages0
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly DetectionCode1
Interactive Classification Metrics: A graphical application to build robust intuition for classification model evaluationCode1
Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus0
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization0
SeagrassFinder: Deep Learning for Eelgrass Detection and Coverage Estimation in the Wild0
FROC: Building Fair ROC from a Trained ClassifierCode0
AI-Powered Intracranial Hemorrhage Detection: A Co-Scale Convolutional Attention Model with Uncertainty-Based Fuzzy Integral Operator and Feature Screening0
Challenges learning from imbalanced data using tree-based models: Prevalence estimates systematically depend on hyperparameters and can be upwardly biased0
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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