SOTAVerified

Binary Classification

Papers

Showing 23512375 of 2574 papers

TitleStatusHype
Fine-grained Classification of Political Bias in German News: A Data Set and Initial ExperimentsCode0
Outlier Robust Adversarial TrainingCode0
Overview of Abusive and Threatening Language Detection in Urdu at FIRE 2021Code0
LS3: Latent Space Safe Sets for Long-Horizon Visuomotor Control of Sparse Reward Iterative TasksCode0
Overview of the 2022 Validity and Novelty Prediction Shared TaskCode0
LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest Neighbor Classification for Sarcasm DetectionCode0
COVID-19 detection using ViT transformer-based approach from Computed Tomography ImagesCode0
Assigning Species Information to Corresponding Genes by a Sequence Labeling FrameworkCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question AnsweringCode0
Stylometric Literariness Classification: the Case of Stephen KingCode0
Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification TasksCode0
Using Constraints to Discover Sparse and Alternative Subgroup DescriptionsCode0
FoodChem: A food-chemical relation extraction modelCode0
Training Binary Multilayer Neural Networks for Image Classification using Expectation BackpropagationCode0
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary ClassificationCode0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
Machine Learning-Based Approaches For Breast Cancer Detection in Microwave ImagingCode0
Robust Model Compression Using Deep HypothesesCode0
Bayesian regression and BitcoinCode0
FPR Estimation for Fraud Detection in the Presence of Class-Conditional Label NoiseCode0
FROC: Building Fair ROC from a Trained ClassifierCode0
AFS: An Attention-based mechanism for Supervised Feature SelectionCode0
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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