SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1701–1750 of 2574 papers

TitleStatusHype
The Utility of Abstaining in Binary Classification—0
Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network—0
Three-way Imbalanced Learning based on Fuzzy Twin SVM—0
Tighter Bounds for Structured Estimation—0
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection—0
Tile Classification Based Viewport Prediction with Multi-modal Fusion Transformer—0
Time-optimal neural feedback control of nilpotent systems as a binary classification problem—0
Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data—0
TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data—0
Topological Expressivity of ReLU Neural Networks—0
Topological Understanding of Neural Networks, a survey—0
Topology Recoverability Prediction for Ad-Hoc Robot Networks: A Data-Driven Fault-Tolerant Approach—0
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection—0
To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers—0
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification—0
Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning—0
Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics—0
Towards General Visual-Linguistic Face Forgery Detection—0
Towards Improved Learning in Gaussian Processes: The Best of Two Worlds—0
Predicting Human Impressions of Robot Performance During Navigation Tasks—0
Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection using Adversarial Learning—0
Towards Linearization Machine Learning Algorithms—0
Towards non-toxic landscapes: Automatic toxic comment detection using DNN—0
Towards optimally abstaining from prediction with OOD test examples—0
Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions—0
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
Show:102550
← PrevPage 35 of 52Next →
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