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Binary Classification

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Showing 1601–1625 of 2574 papers

TitleStatusHype
Stochastic Optimization for Machine Learning—0
Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization—0
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification—0
Streaming algorithms for evaluating noisy judges on unlabeled data -- binary classification—0
Streaming Bayesian Inference for Crowdsourced Classification—0
Strongly universally consistent nonparametric regression and classification with privatised data—0
Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors—0
Subclass Knowledge Distillation with Known Subclass Labels—0
Subject-independent Classification of Meditative State from the Resting State using EEG—0
SU-NLP at WNUT-2020 Task 2: The Ensemble Models—0
Fast rates in structured prediction—0
Super-fast rates of convergence for Neural Networks Classifiers under the Hard Margin Condition—0
Superficial Safety Alignment Hypothesis—0
Super-pixel cloud detection using Hierarchical Fusion CNN—0
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images—0
Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours—0
Supersparse Linear Integer Models for Predictive Scoring Systems—0
Supervised learning through the lens of compression—0
Supervised Machine Learning Techniques for Trojan Detection with Ring Oscillator Network—0
Supervised Rhyme Detection with Siamese Recurrent Networks—0
Support Vector Machine Classifier via L_0/1 Soft-Margin Loss—0
Support Vector Machines with a Reject Option—0
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms—0
Surrogate regret bounds for generalized classification performance metrics—0
Survey & Experiment: Towards the Learning Accuracy—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