SOTAVerified

Binary Classification

Papers

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Showing 1751–1800 of 2574 papers

TitleStatusHype
Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays—0
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning—0
TREE: Tree Regularization for Efficient Execution—0
Triage of Potential COVID-19 Patients from Chest X-ray Images using Hierarchical Convolutional Networks—0
Trigger Warnings: Bootstrapping a Violence Detector for FanFiction—0
Tropical Polynomial Division and Neural Networks—0
Trustworthy Intrusion Detection: Confidence Estimation Using Latent Space—0
TruthLens:A Training-Free Paradigm for DeepFake Detection—0
TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data—0
TUDublin team at Constraint@AAAI2021 -- COVID19 Fake News Detection—0
Tutorial on Implied Posterior Probability for SVMs—0
Two-stage Fall Events Classification with Human Skeleton Data—0
UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts—0
UB Health Miners@SMM4H’22: Exploring Pre-processing Techniques To Classify Tweets Using Transformer Based Pipelines.—0
UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia—0
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language—0
UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes?—0
UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification—0
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic—0
Unary and Binary Classification Approaches and their Implications for Authorship Verification—0
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem—0
Uncertainty-aware deep learning methods for robust diabetic retinopathy classification—0
Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies—0
Uncertainty quantification in graph-based classification of high dimensional data—0
From Undecidability of Non-Triviality and Finiteness to Undecidability of Learnability—0
Understanding Aggregations of Proper Learners in Multiclass Classification—0
Understanding CNNs from excitations—0
Understanding Gradient Boosting Classifier: Training, Prediction, and the Role of γ_j—0
Understanding Self-Distillation in the Presence of Label Noise—0
Understanding tables with intermediate pre-training—0
Understanding the Loss Surface of Neural Networks for Binary Classification—0
Underwater object classification using scattering transform of sonar signals—0
Un duel probabiliste pour départager deux présidents (LIA @ DEFT'2005)—0
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography—0
UnibucKernel: A kernel-based learning method for complex word identification—0
Unified Binary and Multiclass Margin-Based Classification—0
Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis—0
Unintended Selection: Persistent Qualification Rate Disparities and Interventions—0
Unique properties of adversarially trained linear classifiers on Gaussian data—0
UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation—0
Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration—0
Universal Approximation Properties for an ODENet and a ResNet: Mathematical Analysis and Numerical Experiments—0
Universality in Transfer Learning for Linear Models—0
Universality of max-margin classifiers—0
Universal Online Learning with Bounded Loss: Reduction to Binary Classification—0
Universal Rates for Multiclass Learning—0
Universal Rates of ERM for Agnostic Learning—0
University of Bucharest Team at Semeval-2022 Task4: Detection and Classification of Patronizing and Condescending Language—0
Unsupervised Anomaly Detectors to Detect Intrusions in the Current Threat Landscape—0
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data—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