SOTAVerified

Binary Classification

Papers

Showing 801825 of 2574 papers

TitleStatusHype
Explainable Techniques for Analyzing Flow Cytometry Cell Transformers0
Limits to Analog Reservoir Learning0
Model Calibration in Dense Classification with Adaptive Label PerturbationCode0
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization0
Explainable Depression Detection via Head Motion Patterns0
The Imitation Game: Detecting Human and AI-Generated Texts in the Era of ChatGPT and BARDCode0
MORE: Measurement and Correlation Based Variational Quantum Circuit for Multi-classificationCode0
Finding Optimal Diverse Feature Sets with Alternative Feature SelectionCode0
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation0
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices0
Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review0
Ord2Seq: Regarding Ordinal Regression as Label Sequence PredictionCode0
A benchmark of categorical encoders for binary classificationCode0
Exploring Binary Classification Loss For Speaker VerificationCode1
Integer Factorisation, Fermat & Machine Learning on a Classical Computer0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations0
Handwritten and Printed Text Segmentation: A Signature Case Study0
Fairness of ChatGPT and the Role Of Explainable-Guided PromptsCode0
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations0
SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs?0
Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks0
Decorrelation using Optimal TransportCode0
DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks0
On the sample complexity of parameter estimation in logistic regression with normal design0
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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