SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1201–1225 of 2574 papers

TitleStatusHype
Explainable prediction of Qcodes for NOTAMs using column generation—0
Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images—0
Gradient Flows for L2 Support Vector Machine Training—0
An example of use of Variational Methods in Quantum Machine Learning—0
Compressing (Multidimensional) Learned Bloom Filters—0
Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG—0
A Novel Approach To Network Intrusion Detection System Using Deep Learning For Sdn: Futuristic Approach—0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
RealPatch: A Statistical Matching Framework for Model Patching with Real SamplesCode0
Binary Classification with Positive Labeling Sources—0
VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-trainingCode0
Is Attention Interpretation? A Quantitative Assessment On Sets—0
UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu—0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020—0
OCTAL: Graph Representation Learning for LTL Model Checking—0
Classification via score-based generative modelling—0
Learning from few examples: Classifying sex from retinal images via deep learning—0
Subclass Knowledge Distillation with Known Subclass Labels—0
On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution DetectionCode0
Overview of Abusive and Threatening Language Detection in Urdu at FIRE 2021Code0
QSAN: A Near-term Achievable Quantum Self-Attention Network—0
problexity -- an open-source Python library for binary classification problem complexity assessment—0
SHAP-XRT: The Shapley Value Meets Conditional Independence TestingCode0
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG—0
Towards understanding how momentum improves generalization in deep learning—0
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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