SOTAVerified

Binary Classification

Papers

Showing 11511175 of 2574 papers

TitleStatusHype
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate0
Stochastic Mirror Descent in Average Ensemble Models0
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?0
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources0
Interpolating Discriminant Functions in High-Dimensional Gaussian Latent Mixtures0
Investigating the detection of Tortured Phrases in Scientific Literature0
On double-descent in uncertainty quantification in overparametrized modelsCode0
Margin Optimal Classification TreesCode0
Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust PerspectiveCode0
Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation0
Stochastic Differentially Private and Fair LearningCode0
Systematic Evaluation of Predictive FairnessCode0
Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator0
Explaining machine learning models for age classification in human gait analysis0
A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy0
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of FeasibilityCode0
Automated dysgraphia detection by deep learning with SensoGrip0
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithmsCode0
Vision Transformers provably learn spatial structure0
Contrastive Neural Ratio Estimation for Simulation-based InferenceCode0
Aggregating Layers for Deepfake DetectionCode0
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentationCode0
Synthetic Voice Detection and Audio Splicing Detection using SE-Res2Net-Conformer Architecture0
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems0
Overview of the 2022 Validity and Novelty Prediction Shared TaskCode0
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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