SOTAVerified

Binary Classification

Papers

Showing 751775 of 2574 papers

TitleStatusHype
BNS-Net: A Dual-channel Sarcasm Detection Method Considering Behavior-level and Sentence-level Conflicts0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
Distributed Variational Inference for Online Supervised LearningCode0
Doppelgangers: Learning to Disambiguate Images of Similar StructuresCode1
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Majorization-Minimization for sparse SVMs0
Pseudo-Boolean Polynomials Approach To Edge Detection And Image Segmentation0
Enhancing Mobile Face Anti-Spoofing: A Robust Framework for Diverse Attack Types under Screen FlashCode1
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object DetectionCode1
UMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery LocalizationCode1
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
The Potential of Quantum Techniques for Stock Price Prediction0
QKSAN: A Quantum Kernel Self-Attention Network0
Compressor-Based Classification for Atrial Fibrillation Detection0
Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion0
WEARS: Wearable Emotion AI with Real-time Sensor data0
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly DetectionCode2
What's Race Got to do with it? Predicting Youth Depression Across Racial Groups Using Machine and Deep Learning0
Co-Speech Gesture Detection through Multi-Phase Sequence LabelingCode0
OCTAL: Graph Representation Learning for LTL Model Checking0
VI-Net: Boosting Category-level 6D Object Pose Estimation via Learning Decoupled Rotations on the Spherical RepresentationsCode1
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images0
Noise Sensitivity and Stability of Deep Neural Networks for Binary Classification0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified