SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1301–1325 of 2574 papers

TitleStatusHype
On the importance of normative data in speech-based assessment—0
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting—0
On the Learning Dynamics of Deep Neural Networks—0
On the Performance of Multimodal Language Models—0
On the Predictive Properties of Binary Link Functions—0
On the rates of convergence for learning with convolutional neural networks—0
On the relation between accuracy and fairness in binary classification—0
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation—0
On the sample complexity of parameter estimation in logistic regression with normal design—0
On Trojan Signatures in Large Language Models of Code—0
On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery—0
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences—0
Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible?—0
Optical detection of Aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms—0
Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation—0
Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt Scaling—0
Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics—0
Optimal Learners for Multiclass Problems—0
Optimally Efficient Sequential Calibration of Binary Classifiers to Minimize Classification Error—0
Optimal multiclass overfitting by sequence reconstruction from Hamming queries—0
Optimal PAC Bounds Without Uniform Convergence—0
Optimal Symmetries in Binary Classification—0
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics—0
Optimising HEP parameter fits via Monte Carlo weight derivative regression—0
Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model—0
Show:102550
← PrevPage 53 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