SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 676–700 of 2574 papers

TitleStatusHype
Critical Review for One-class Classification: recent advances and the reality behind them—0
Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples—0
Cross-Entropy Loss Leads To Poor Margins—0
A Turing Test for Transparency—0
A MapReduce based distributed SVM algorithm for binary classification—0
A Turkish Hate Speech Dataset and Detection System—0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method—0
Crowd Scene Analysis using Deep Learning Techniques—0
Binary Classification with XOR Queries: Fundamental Limits and An Efficient Algorithm—0
Crowdsourcing with Sparsely Interacting Workers—0
CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness—0
CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data—0
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense—0
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification—0
CTRQNets & LQNets: Continuous Time Recurrent and Liquid Quantum Neural Networks—0
Curating corpora with classifiers: A case study of clean energy sentiment online—0
Active Heteroscedastic Regression—0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language—0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss—0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization—0
A Univariate Bound of Area Under ROC—0
A Methodology for Player Modeling based on Machine Learning—0
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing—0
Estimating a sharp convergence bound for randomized ensembles—0
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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