SOTAVerified

Binary Classification

Papers

Showing 21012125 of 2574 papers

TitleStatusHype
Biased Binary Attribute Classifiers Ignore the Majority ClassesCode0
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline MethodologyCode0
Similarity or deeper understanding? Analyzing the TED-Q dataset of evoked questionsCode0
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer InterfacesCode0
Discriminative Active LearningCode0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
Inverse Design of Metal-Organic Frameworks Using Quantum Natural Language ProcessingCode0
Inverse Scene Text RemovalCode0
Inverse-Weighted Survival GamesCode0
Distributed Variational Inference for Online Supervised LearningCode0
Detecting Decision Ambiguity from Facial ImagesCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
SKDU at De-Factify 4.0: Natural Language Features for AI-Generated Text-DetectionCode0
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain SetupsCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Non-Negative Networks Against Adversarial AttacksCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-TaskingCode0
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max PoolingCode0
An Optimization Approach to Learning Falling Rule ListsCode0
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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