SOTAVerified

Binary Classification

Papers

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Showing 726–750 of 2574 papers

TitleStatusHype
Improve Cost Efficiency of Active Learning over Noisy Dataset—0
Tree-Regularized Tabular EmbeddingsCode0
Automatic Radar Signal Detection and FFT Estimation using Deep Learning—0
Detecting Anti-vaccine Content on Twitter using Multiple Message-Based Network Representations—0
Predicting machine failures from multivariate time series: an industrial case study—0
The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky PatternsCode0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?—0
On Trojan Signatures in Large Language Models of Code—0
Fixed Random Classifier Rearrangement for Continual Learning—0
Differentially Private Fair Binary ClassificationsCode0
Annotation and Classification of Relevant Clauses in Terms-and-Conditions ContractsCode0
Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions—0
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification—0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Learning-based Bone Quality Classification Method for Spinal Metastasis—0
Oracle-Efficient Differentially Private Learning with Public Data—0
A Novel Gaussian Min-Max Theorem and its Applications—0
You can monitor your hydration level using your smartphone camera—0
On Computationally Efficient Multi-Class Calibration—0
For Better or For Worse? Learning Minimum Variance Features With Label Augmentation—0
Learning Contrastive Feature Representations for Facial Action Unit DetectionCode0
Implicit Bias and Fast Convergence Rates for Self-attention—0
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss FunctionsCode0
News Source Credibility Assessment: A Reddit Case Study—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified