SOTAVerified

Binary Classification

Papers

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Showing 726–750 of 2574 papers

TitleStatusHype
Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment—0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
Universality of max-margin classifiers—0
Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning ApproachCode0
Efficient Training of One Class Classification-SVMs—0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images—0
UPB @ ACTI: Detecting Conspiracies using fine tuned Sentence Transformers—0
Large Language Model Routing with Benchmark Datasets—0
Tile Classification Based Viewport Prediction with Multi-modal Fusion Transformer—0
Can-SAVE: Mass Cancer Risk Prediction via Survival Analysis Variables and EHR—0
On Excess Risk Convergence Rates of Neural Network Classifiers—0
Detecting and Grounding Multi-Modal Media Manipulation and BeyondCode2
Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data—0
Detect Everything with Few ExamplesCode2
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making—0
Des-q: a quantum algorithm to provably speedup retraining of decision trees—0
Neural Network-Based Rule Models With Truth Tables—0
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset—0
One-Class Knowledge Distillation for Spoofing Speech Detection—0
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection—0
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes—0
On Regularized Sparse Logistic Regression—0
A Novel Supervised Deep Learning Solution to Detect Distributed Denial of Service (DDoS) attacks on Edge Systems using Convolutional Neural Networks (CNN)—0
Outlier Robust Adversarial TrainingCode0
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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