SOTAVerified

Binary Classification

Papers

Showing 24012425 of 2574 papers

TitleStatusHype
GaussianProcesses.jl: A Nonparametric Bayes package for the Julia LanguageCode0
Counterfactual Detection meets Transfer LearningCode0
Margin Optimal Classification TreesCode0
Co-Speech Gesture Detection through Multi-Phase Sequence LabelingCode0
Passive-Aggressive online learning with nonlinear embeddingsCode0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
CoRoSeOf - An Annotated Corpus of Romanian Sexist and Offensive TweetsCode0
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop SchedulingCode0
Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classificationCode0
Matching Images and Text with Multi-modal Tensor Fusion and Re-rankingCode0
Z_2 Z_2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural NetworksCode0
Generative Adversarial Active Learning for Unsupervised Outlier DetectionCode0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial PatchesCode0
Patch-level Gaze Distribution Prediction for Gaze FollowingCode0
Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray ImagesCode0
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image ClassificationCode0
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
Geometric Inductive Biases of Deep Networks: The Role of Data and ArchitectureCode0
Geospatial Disparities: A Case Study on Real Estate Prices in ParisCode0
Convolutional Neural Network for Paraphrase IdentificationCode0
Pathological Regularization Regimes in Classification TasksCode0
McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNetCode0
Contrastive Neural Ratio Estimation for Simulation-based InferenceCode0
MDDBranchNet: A Deep Learning Model for Detecting Major Depressive Disorder Using ECG SignalCode0
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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