SOTAVerified

Binary Classification

Papers

Showing 24762500 of 2574 papers

TitleStatusHype
Binary Classification in Unstructured Space With Hypergraph Case-Based ReasoningCode0
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross EncodingCode0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-ExpertsCode0
Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century SpanishCode0
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation PredictionCode0
Word Discriminations for Vocabulary Inventory PredictionCode0
Hoaxpedia: A Unified Wikipedia Hoax Articles DatasetCode0
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change ImpactsCode0
A Reductions Approach to Fair ClassificationCode0
Binary Classification from Positive-Confidence DataCode0
Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical CodesCode0
COMRECGC: Global Graph Counterfactual Explainer through Common RecourseCode0
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanismsCode0
Transforming Fake News: Robust Generalisable News Classification Using TransformersCode0
MORE: Measurement and Correlation Based Variational Quantum Circuit for Multi-classificationCode0
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationCode0
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathologyCode0
Precision-Recall-Gain Curves: PR Analysis Done RightCode0
Selective sampling for accelerating training of deep neural networksCode0
Where is Your Evidence: Improving Fact-checking by Justification ModelingCode0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
Systematic Evaluation of Predictive FairnessCode0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Self-Calibrating Vicinal Risk Minimisation for Model CalibrationCode0
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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