SOTAVerified

Binary Classification

Papers

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Showing 1301–1350 of 2574 papers

TitleStatusHype
On the importance of normative data in speech-based assessment—0
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting—0
On the Learning Dynamics of Deep Neural Networks—0
On the Performance of Multimodal Language Models—0
On the Predictive Properties of Binary Link Functions—0
On the rates of convergence for learning with convolutional neural networks—0
On the relation between accuracy and fairness in binary classification—0
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation—0
On the sample complexity of parameter estimation in logistic regression with normal design—0
On Trojan Signatures in Large Language Models of Code—0
On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery—0
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences—0
Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible?—0
Optical detection of Aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms—0
Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation—0
Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt Scaling—0
Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics—0
Optimal Learners for Multiclass Problems—0
Optimally Efficient Sequential Calibration of Binary Classifiers to Minimize Classification Error—0
Optimal multiclass overfitting by sequence reconstruction from Hamming queries—0
Optimal PAC Bounds Without Uniform Convergence—0
Optimal Symmetries in Binary Classification—0
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics—0
Optimising HEP parameter fits via Monte Carlo weight derivative regression—0
Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model—0
Cluster-based classification with neural ODEs via control—0
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models—0
Optimizing Average Precision using Weakly Supervised Data—0
Optimizing CNN Architectures for Advanced Thoracic Disease Classification—0
Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging—0
Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model—0
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach—0
Optimizing Large Language Models for Detecting Symptoms of Comorbid Depression or Anxiety in Chronic Diseases: Insights from Patient Messages—0
Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning—0
Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information—0
Optimizing Shallow Networks for Binary Classification—0
Optimizing Sparse Generalized Singular Vectors for Feature Selection in Proximal Support Vector Machines with Application to Breast and Ovarian Cancer Detection—0
Oracle-Efficient Differentially Private Learning with Public Data—0
Ordinal Regression With Multiple Output CNN for Age Estimation—0
Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices—0
Orthogonal Decomposition Network for Pixel-Wise Binary Classification—0
Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers—0
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020—0
Overview of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments—0
Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages—0
Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages—0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2021—0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020—0
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021—0
PAC-Bayesian risk bounds for fully connected deep neural network with Gaussian priors—0
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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