SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2251–2300 of 2574 papers

TitleStatusHype
The Imitation Game: Detecting Human and AI-Generated Texts in the Era of ChatGPT and BARDCode0
Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification ProblemsCode0
UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language ModelsCode0
On the Learning Property of Logistic and Softmax Losses for Deep Neural NetworksCode0
The Implicit Bias of Depth: How Incremental Learning Drives GeneralizationCode0
RENT -- Repeated Elastic Net Technique for Feature SelectionCode0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
Representation of binary classification trees with binary features by quantum circuitsCode0
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution ModelingCode0
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim VerificationCode0
Towards Transparency in Coreference Resolution: A Quantum-Inspired ApproachCode0
On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution DetectionCode0
On transversality of bent hyperplane arrangements and the topological expressiveness of ReLU neural networksCode0
Learning visual groups from co-occurrences in space and timeCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Explicit Change Relation Learning for Change Detection in VHR Remote Sensing ImagesCode0
Video-Language Critic: Transferable Reward Functions for Language-Conditioned RoboticsCode0
Characterization of Overlap in Observational StudiesCode0
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy LabelsCode0
Benchmarking Representation Learning for Natural World Image CollectionsCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Exploring Boundaries and Intensities in Offensive and Hate Speech: Unveiling the Complex Spectrum of Social Media DiscourseCode0
Optimal Binary Classification Beyond AccuracyCode0
Stay Positive: Knowledge Graph Embedding Without Negative SamplingCode0
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture SearchCode0
Vietnamese Word Segmentation with SVM: Ambiguity Reduction and Suffix CaptureCode0
Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture LearningCode0
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and DiscoveryCode0
The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky PatternsCode0
Exploring the Performance of Continuous-Time Dynamic Link Prediction AlgorithmsCode0
Leveraging AI for Automatic Classification of PCOS Using Ultrasound ImagingCode0
Optimal Binary Classifier Aggregation for General LossesCode0
Exponentially vanishing sub-optimal local minima in multilayer neural networksCode0
Optimal Classification-based Anomaly Detection with Neural Networks: Theory and PracticeCode0
Leveraging graph neural networks and mobility data for COVID-19 forecastingCode0
Stochastic Differentially Private and Fair LearningCode0
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary ClassificationCode0
Leveraging Large Language Models to Address Data Scarcity in Machine Learning: Applications in Graphene SynthesisCode0
A bagging SVM to learn from positive and unlabeled examplesCode0
Leveraging Structure for Improved Classification of Grouped Biased DataCode0
Leveraging the Urysohn Lemma of Topology for an Enhanced Binary ClassifierCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Optimally Combining Classifiers Using Unlabeled DataCode0
Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imageryCode0
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature ReviewsCode0
Fair Generalized Linear Models with a Convex PenaltyCode0
FairGridSearch: A Framework to Compare Fairness-Enhancing ModelsCode0
Toxic Memes: A Survey of Computational Perspectives on the Detection and Explanation of Meme ToxicitiesCode0
Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based InterpretabilityCode0
Show:102550
← PrevPage 46 of 52Next →
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