SOTAVerified

Binary Classification

Papers

Showing 21762200 of 2574 papers

TitleStatusHype
Where is Your Evidence: Improving Fact-checking by Justification ModelingCode0
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data0
Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis0
Axiomatic Interpretability for Multiclass Additive ModelsCode0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods0
Super-pixel cloud detection using Hierarchical Fusion CNN0
Fairness for Whom? Critically reframing fairness with Nash Welfare Product0
MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification0
Accelerating Stochastic Gradient Descent Using Antithetic Sampling0
Antibody interface prediction with 3D Zernike descriptors and SVMCode0
Text Classification of the Precursory Accelerating Seismicity Corpus: Inference on some Theoretical Trends in Earthquake Predictability Research from 1988 to 20180
Improved Generalization Bounds for Adversarially Robust Learning0
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation0
Classification from Positive, Unlabeled and Biased Negative DataCode0
Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs0
Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation0
Deep Learning for Social Media Health Text Classification0
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation0
Convergence Rates for Empirical Estimation of Binary Classification Bounds0
Learning Confidence Sets using Support Vector Machines0
Generative Adversarial Active Learning for Unsupervised Outlier DetectionCode0
Convergence Properties of Deep Neural Networks on Separable Data0
An Energy-Based Framework for Arbitrary Label Noise Correction0
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines0
Perfect match: Improved cross-modal embeddings for audio-visual synchronisation0
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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