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Binary Classification

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Showing 876–900 of 2574 papers

TitleStatusHype
Dynamic Spectrum Matching with One-shot Learning—0
Early Detection of At-Risk Students Using Machine Learning—0
Early Detection of Depression and Eating Disorders in Spanish: UNSL at MentalRiskES 2023—0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information—0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge—0
DisCoveR: Accurate & Efficient Discovery of Declarative Process Models—0
Early-stopped neural networks are consistent—0
Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks—0
Benchmarking unsupervised near-duplicate image detection—0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling—0
Ecological Neural Architecture Search—0
Direct Symbol Decoding using GA-SVM in Chaotic Baseband Wireless Communication System—0
Effective Data Augmentation for Sentence Classification Using One VAE per Class—0
Effectively Leveraging BERT for Legal Document Classification—0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC—0
Direct Loss Minimization for Structured Prediction—0
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation—0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation—0
Efficient Large-Scale Structured Learning—0
Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM—0
Diffusion models applied to skin and oral cancer classification—0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds—0
Addressing Distribution Shift in RTB Markets via Exponential Tilting—0
Diffusion Methods for Classification with Pairwise Relationships—0
Benchmarking Language Models for Cyberbullying Identification and Classification from Social-media Texts—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