SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1726–1750 of 2574 papers

TitleStatusHype
Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study—0
Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation—0
Towards understanding how momentum improves generalization in deep learning—0
Towards Unsupervised Question Answering System with Multi-level Summarization for Legal Text—0
On the Within-class Variation Issue in Alzheimer's Disease Detection—0
ToxTree: descriptor-based machine learning models for both hERG and Nav1.5 cardiotoxicity liability predictions—0
Trade-offs in Data Memorization via Strong Data Processing Inequalities—0
Tradeoffs in Streaming Binary Classification under Limited Inspection Resources—0
Training A Multi-stage Deep Classifier with Feedback Signals—0
Training conformal predictors—0
Training ELECTRA Augmented with Multi-word Selection—0
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?—0
Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation—0
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification—0
Training Set Effect on Super Resolution for Automated Target Recognition—0
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?—0
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming—0
Transductive Optimization of Top k Precision—0
Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering—0
Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis—0
Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG—0
Transformer Ensembles for Sexism Detection—0
Transformer Models for Acute Brain Dysfunction Prediction—0
Transformers for End-to-End InfoSec Tasks: A Feasibility Study—0
Translating away Translationese without Parallel Data—0
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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