SOTAVerified

Binary Classification

Papers

Showing 191200 of 2574 papers

TitleStatusHype
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models0
A Feature-Level Ensemble Model for COVID-19 Identification in CXR Images using Choquet Integral and Differential Evolution Optimization0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization0
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context0
Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set ConditionCode0
Stability and List-Replicability for Agnostic Learners0
Automated external cervical resorption segmentation in cone-beam CT using local texture features0
Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection0
Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analysesCode0
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News DetectionCode0
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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