SOTAVerified

Binary Classification

Papers

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Showing 1676–1700 of 2574 papers

TitleStatusHype
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Fast rates in structured prediction—0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators—0
A Petri Dish for Histopathology Image Analysis—0
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach—0
Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification ProblemsCode0
Evaluating Online and Offline Accuracy Traversal Algorithms for k-Complete Neural Network ArchitecturesCode0
Walk in Wild: An Ensemble Approach for Hostility Detection in Hindi Posts—0
Fundamental Tradeoffs in Distributionally Adversarial Training—0
TUDublin team at Constraint@AAAI2021 -- COVID19 Fake News Detection—0
Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering—0
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks—0
Task Adaptive Pretraining of Transformers for Hostility Detection—0
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social MediaCode0
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
A Symmetric Loss Perspective of Reliable Machine Learning—0
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks—0
Learning One-hidden-layer Neural Networks on Gaussian Mixture Models with Guaranteed Generalizability—0
AE-SMOTE: A Multi-Modal Minority Oversampling Framework—0
Adaptive Curriculum Learning—0
Analysing Features Learned Using Unsupervised Models on Program Embeddings—0
Improving Sequence Generative Adversarial Networks with Feature Statistics Alignment—0
AUL is a better optimization metric in PU learning—0
Distribution Embedding Network for Meta-Learning with Variable-Length Input—0
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary ClassificationCode0
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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