SOTAVerified

Binary Classification

Papers

Showing 18261850 of 2574 papers

TitleStatusHype
Generation of Differentially Private Heterogeneous Electronic Health Records0
NewB: 200,000+ Sentences for Political Bias DetectionCode0
Experiments on Paraphrase Identification Using Quora Question Pairs Dataset0
Near-Tight Margin-Based Generalization Bounds for Support Vector Machines0
On the Equivalence between Online and Private Learnability beyond Binary Classification0
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification0
Challenge report: Recognizing Families In the Wild Data Challenge0
Solution Path Algorithm for Twin Multi-class Support Vector MachineCode0
Language Representation Models for Fine-Grained Sentiment ClassificationCode0
Counterfactual Detection meets Transfer LearningCode0
Learning to map between ferns with differentiable binary embedding networks0
Pointwise Paraphrase Appraisal is Potentially Problematic0
KL-Divergence-Based Region Proposal Network for Object Detection0
Fair Classification via Unconstrained Optimization0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds0
DisCoveR: Accurate & Efficient Discovery of Declarative Process Models0
Classification of Spam Emails through Hierarchical Clustering and Supervised Learning0
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks0
On Learnability under General Stochastic Processes0
Evolved Explainable Classifications for Lymph Node Metastases0
Training conformal predictors0
Target-Speaker Voice Activity Detection: a Novel Approach for Multi-Speaker Diarization in a Dinner Party Scenario0
Modularizing Deep Learning via Pairwise Learning With KernelsCode1
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal MemesCode3
Semi-supervised lung nodule retrieval0
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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