SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 2574 papers

TitleStatusHype
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer InterfaceCode1
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detectionCode1
A Closer Look at AUROC and AUPRC under Class ImbalanceCode1
Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platformCode1
Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask PredictionCode1
Frustratingly Easy System Combination for Grammatical Error CorrectionCode1
Generalizable Method for Face Anti-Spoofing with Semi-Supervised LearningCode1
Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio EstimationCode1
De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring ImagesCode1
Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and LocalizationCode1
Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball CrowdsCode1
Hard-Attention Gates with Gradient Routing for Endoscopic Image ComputingCode1
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly DetectionCode1
Constructing long-short stock portfolio with a new listwise learn-to-rank algorithmCode1
Counterfactual Zero-Shot and Open-Set Visual RecognitionCode1
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language ModelCode1
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial StatementsCode1
Constrained Optimization to Train Neural Networks on Critical and Under-Represented ClassesCode1
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment CorpusCode1
Doppelgangers: Learning to Disambiguate Images of Similar StructuresCode1
Cal or No Cal? -- Real-Time Miscalibration Detection of LiDAR and Camera SensorsCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Bi-LORA: A Vision-Language Approach for Synthetic Image DetectionCode1
BORE: Bayesian Optimization by Density-Ratio EstimationCode1
Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical SimulationsCode1
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object DetectionCode1
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and ExplanationCode1
Beyond AUROC & co. for evaluating out-of-distribution detection performanceCode1
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategyCode1
Rank consistent ordinal regression for neural networks with application to age estimationCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
Self-supervised Spatial Reasoning on Multi-View Line DrawingsCode1
Benchmarking Distribution Shift in Tabular Data with TableShiftCode1
DALC: the Dutch Abusive Language CorpusCode1
Bicleaner AI: Bicleaner Goes NeuralCode1
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
Detecting Spam Reviews on Vietnamese E-commerce WebsitesCode1
Diffusion Mechanism in Residual Neural Network: Theory and ApplicationsCode1
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake DetectionCode1
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack DetectionCode1
Achieving robustness in classification using optimal transport with hinge regularizationCode1
Enhancing Mobile Face Anti-Spoofing: A Robust Framework for Diverse Attack Types under Screen FlashCode1
Architecture for Trajectory-Based Fishing Ship Classification with AIS DataCode1
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
Show:102550
← PrevPage 2 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