SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1026–1050 of 2574 papers

TitleStatusHype
A Report on the Complex Word Identification Shared Task 2018—0
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection—0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning—0
Are Face Detection Models Biased?—0
Clickbait Detection with Style-aware Title Modeling and Co-attention—0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning—0
Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization—0
Classifying Documents within Multiple Hierarchical Datasets using Multi-Task Learning—0
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study—0
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks—0
Area under the ROC Curve has the Most Consistent Evaluation for Binary Classification—0
Classified as unknown: A novel Bayesian neural network—0
Aggregated Hold-Out—0
Financial Document Causality Detection Shared Task (FinCausal 2020)—0
Classification with Deep Neural Networks and Logistic Loss—0
Classification via score-based generative modelling—0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD—0
Classification under local differential privacy—0
A Generalized Weighted Loss for SVC and MLP—0
A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection—0
Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models—0
Can depth-adaptive BERT perform better on binary classification tasks—0
Classification Performance Metric Elicitation and its Applications—0
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks—0
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts—0
Show:102550
← PrevPage 42 of 103Next →
All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified