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Binary Classification

Papers

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Showing 1926–1950 of 2574 papers

TitleStatusHype
Neural network approximation and estimation of classifiers with classification boundary in a Barron class—0
Neural Network Based Approach to Recognition of Meteor Tracks in the Mini-EUSO Telescope Data—0
Neural Network Based Epileptic EEG Detection and Classification—0
Neural Network-Based Rule Models With Truth Tables—0
Neural networks based EEG-Speech Models—0
Neural Random Projection: From the Initial Task To the Input Similarity Problem—0
Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras—0
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking—0
News Source Credibility Assessment: A Reddit Case Study—0
Next day fire prediction via semantic segmentation—0
Neyman-Pearson classification: parametrics and sample size requirement—0
Neyman-Pearson Classification under High-Dimensional Settings—0
NLP-PINGAN-TECH @ CL-SciSumm 2020—0
NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets—0
NLP@UIOWA at SemEval-2019 Task 6: Classifying the Crass using Multi-windowed CNNs—0
NN-Copula-CD: A Copula-Guided Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images—0
NN-grams: Unifying neural network and n-gram language models for Speech Recognition—0
Node-Centric Graph Learning from Data for Brain State Identification—0
Noise Sensitivity and Stability of Deep Neural Networks for Binary Classification—0
Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks—0
\#NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets—0
Non-Monotonic Attention-based Read/Write Policy Learning for Simultaneous Translation—0
Nonparallel Hyperplane Classifiers for Multi-category Classification—0
Nonparametric Bayesian label prediction on a large graph using truncated Laplacian regularization—0
Nonparametric Bayesian label prediction on a graph—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