SOTAVerified

Binary Classification

Papers

Showing 21262150 of 2574 papers

TitleStatusHype
pSVM: Soft-margin SVMs with p-norm Hinge LossCode0
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social MediaCode0
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity Matching using Adapter-tuningCode0
NFAD: Fixing anomaly detection using normalizing flowsCode0
NoScope: Optimizing Neural Network Queries over Video at ScaleCode0
Notes on Noise Contrastive Estimation and Negative SamplingCode0
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic NodesCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Deep Transfer Learning for Static Malware ClassificationCode0
Do We Really Need Imputation in AutoML Predictive Modeling?Code0
Positive Unlabeled Learning Selected Not At Random (PULSNAR): class proportion estimation when the SCAR assumption does not holdCode0
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification FrameworkCode0
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networksCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
ISIKUN at the FinCausal 2020: Linguistically informed Machine-learning Approach for Causality Identification in Financial DocumentsCode0
Classifying Overlapping Gaussian Mixtures in High Dimensions: From Optimal Classifiers to Neural NetsCode0
Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary ClassificationCode0
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary SegmentationCode0
Nullpointer at CheckThat! 2024: Identifying Subjectivity from Multilingual Text SequenceCode0
Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning ApproachCode0
Smooth Ranking SVM via Cutting-Plane MethodCode0
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in VideoCode0
QMUL-SDS at SCIVER: Step-by-Step Binary Classification for Scientific Claim VerificationCode0
ABCFair: an Adaptable Benchmark approach for Comparing Fairness MethodsCode0
Why Did You Not Compare With That? Identifying Papers for Use as BaselinesCode0
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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