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Binary Classification

Papers

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Showing 1026–1050 of 2574 papers

TitleStatusHype
Video-based Contrastive Learning on Decision Trees: from Action Recognition to Autism Diagnosis—0
Optimal PAC Bounds Without Uniform Convergence—0
MisRoBÆRTa: Transformers versus MisinformationCode0
D-SVM over Networked Systems with Non-Ideal Linking Conditions—0
Enhancing Self-Supervised Learning for Remote Sensing with Elevation Data: A Case Study with Scarce And High Level Semantic LabelsCode0
Post-selection Inference for Conformal Prediction: Trading off Coverage for Precision—0
Weakly Supervised Intracranial Hemorrhage Segmentation using Head-Wise Gradient-Infused Self-Attention Maps from a Swin Transformer in Categorical LearningCode0
Learning Optimal Fair Scoring Systems for Multi-Class Classification—0
Detection of COVID19 in Chest X-Ray Images Using Transfer Learning—0
Interpretable Multi Labeled Bengali Toxic Comments Classification using Deep LearningCode0
Language-aware Multiple Datasets Detection Pretraining for DETRs—0
Generalization with Reverse-Calibration of Well and Seismic Data Using Machine Learning Methods for Complex Reservoirs Predicting During Early-Stage Geological Exploration Oil Field—0
On the Variance of Neural Network Training with respect to Test Sets and Distributions—0
Multiclass Online Learning and Uniform Convergence—0
NN-Copula-CD: A Copula-Guided Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images—0
LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space—0
Neuro-symbolic Rule Learning in Real-world Classification TasksCode0
A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young InfantsCode0
Beyond Toxic: Toxicity Detection Datasets are Not Enough for Brand Safety—0
Exploring the Interplay Between Colorectal Cancer Subtypes Genomic Variants and Cellular Morphology: A Deep-Learning ApproachCode0
CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images—0
Dens-PU: PU Learning with Density-Based Positive Labeled Augmentation—0
ResDTA: Predicting Drug-Target Binding Affinity Using Residual Skip Connections—0
Transfer learning method in the problem of binary classification of chest X-raysCode0
High-Dimensional Penalized Bernstein Support Vector Machines—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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