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Binary Classification

Papers

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Showing 1651–1675 of 2574 papers

TitleStatusHype
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling—0
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning—0
Improving Noise Robustness through Abstractions and its Impact on Machine Learning—0
Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation—0
Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition—0
Improving Sequence Generative Adversarial Networks with Feature Statistics Alignment—0
Improving Sonar Image Patch Matching via Deep Learning—0
Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images—0
Incomplete In-context Learning—0
In-Context Learning for Label-Efficient Cancer Image Classification in Oncology—0
Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning—0
Individualised Counterfactual Examples Using Conformal Prediction Intervals—0
IndoToxic2024: A Demographically-Enriched Dataset of Hate Speech and Toxicity Types for Indonesian Language—0
Inducing Gaussian Process Networks—0
Inductive Bias of Gradient Descent based Adversarial Training on Separable Data—0
Infinite Curriculum Learning for Efficiently Detecting Gastric Ulcers in WCE Images—0
Influence of Resampling on Accuracy of Imbalanced Classification—0
Information-theoretic lower bounds for distributed statistical estimation with communication constraints—0
Information Theoretic Lower Bounds for Feed-Forward Fully-Connected Deep Networks—0
Information Threshold, Bayesian Inference and Decision-Making—0
Information Transfer Rate in BCIs: Towards Tightly Integrated Symbiosis—0
Infusing Acoustic Pause Context into Text-Based Dementia Assessment—0
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems—0
Instance-Based Classification through Hypothesis Testing—0
Integer Factorisation, Fermat & Machine Learning on a Classical Computer—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