SOTAVerified

Binary Classification

Papers

Showing 18011825 of 2574 papers

TitleStatusHype
Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory0
UPB @ ACTI: Detecting Conspiracies using fine tuned Sentence Transformers0
UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu0
UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu0
Use of in-the-wild images for anomaly detection in face anti-spoofing0
User independent Emotion Recognition with Residual Signal-Image Network0
Using a Binary Classification Model to Predict the Likelihood of Enrolment to the Undergraduate Program of a Philippine University0
Using Artificial Intelligence to Improve Classroom Learning Experience0
Using Distributional Thesaurus Embedding for Co-hyponymy Detection0
Using In-Service Train Vibration for Detecting Railway Maintenance Needs0
Using Large Language Models to Provide Explanatory Feedback to Human Tutors0
Using massive health insurance claims data to predict very high-cost claimants: a machine learning approach0
Using Taylor-Approximated Gradients to Improve the Frank-Wolfe Method for Empirical Risk Minimization0
Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks0
Using tournaments to calculate AUROC for zero-shot classification with LLMs0
Using Word Embeddings to Analyze Protests News0
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation0
Utilizing coarse-grained data in low-data settings for event extraction0
Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs0
Utterance-level neural confidence measure for end-to-end children speech recognition0
UTU at SemEval-2016 Task 10: Binary Classification for Expression Detection (BCED)0
Evaluation of a Low-Cost Single-Lead ECG Module for Vascular Ageing Prediction and Studying Smoking-induced Changes in ECG0
Very Simple Classifier: a Concept Binary Classifier toInvestigate Features Based on Subsampling and Localility0
Video-based Contrastive Learning on Decision Trees: from Action Recognition to Autism Diagnosis0
Violence Detection in Videos0
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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