SOTAVerified

Binary Classification

Papers

Showing 25262550 of 2574 papers

TitleStatusHype
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoostCode0
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithmsCode0
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial ForensicsCode0
Antibody interface prediction with 3D Zernike descriptors and SVMCode0
XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationCode0
Predictive Analytics of Varieties of PotatoesCode0
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and VideosCode0
Implicit Bias of Linear Equivariant NetworksCode0
Multi-Task Learning with Group-Specific Feature Space SharingCode0
Soft ascent-descent as a stable and flexible alternative to floodingCode0
A Novel Feature Space Augmentation Method to Improve Classification Performance and Evaluation ReliabilityCode0
Accelerating Genetic Programming using GPUsCode0
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentationCode0
Premise selection with neural networks and distributed representation of featuresCode0
Biased Hypothesis Formation From Projection PursuitCode0
Improvement over Pinball Loss Support Vector MachineCode0
UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more AttentionCode0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
Improving Bias Mitigation through Bias Experts in Natural Language UnderstandingCode0
A benchmark of categorical encoders for binary classificationCode0
TD-Suite: All Batteries Included Framework for Technical Debt ClassificationCode0
Negational Symmetry of Quantum Neural Networks for Binary Pattern ClassificationCode0
Sentiment analysis for Urdu online reviews using deep learning modelsCode0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Improving Open Information Extraction via Iterative Rank-Aware LearningCode0
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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