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Binary Classification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2001–2010 of 2574 papers

Title	Date	Tasks	Status	Hype
On the Generalization of the C-Bound to Structured Output Ensemble Methods	Aug 6, 2014	Binary ClassificationGeneral Classification	—Unverified	0
On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves	Apr 2, 2025	Binary Classification	—Unverified	0
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds	Oct 21, 2024	Binary ClassificationGeneralization Bounds	—Unverified	0
On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space	Feb 23, 2023	Binary ClassificationDomain Adaptation	—Unverified	0
On the Implicit Bias of Linear Equivariant Steerable Networks	Mar 7, 2023	Binary ClassificationData Augmentation	—Unverified	0
On the importance of normative data in speech-based assessment	Nov 30, 2017	Binary ClassificationGeneral Classification	—Unverified	0
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting	Jun 9, 2015	Binary ClassificationGeneral Classification	—Unverified	0
On the Learning Dynamics of Deep Neural Networks	Sep 18, 2018	Binary ClassificationGeneral Classification	—Unverified	0
On the Performance of Multimodal Language Models	Oct 4, 2023	BenchmarkingBinary Classification	—Unverified	0
On the Predictive Properties of Binary Link Functions	Feb 16, 2015	Binary Classification	—Unverified	0

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All datasets fake kickstarter Glyphnet Dataset TII-SSRC-23

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Trompt + OpenAI embedding	AUROC	0.98	—	Unverified
2	LightGBM + OpenAI embedding	AUROC	0.97	—	Unverified
3	FTTransformer + RoBERTa fintune	AUROC	0.96	—	Unverified
4	LightGBM + RoBERTa embedding	AUROC	0.95	—	Unverified
5	FTTransformer + RoBERTa embedding	AUROC	0.94	—	Unverified
6	ResNet + RoBERTa embedding	AUROC	0.93	—	Unverified
7	ResNet + OpenAI embedding	AUROC	0.92	—	Unverified
8	FTTransformer + OpenAI embedding	AUROC	0.91	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Trompt + OpenAI embedding	AUROC	0.81	—	Unverified
2	Multimodal-Net All-Text	AUROC	0.8	—	Unverified
3	ResNet + RoBERTa finetune	AUROC	0.79	—	Unverified
4	LightGBM + RoBERTa embedding	AUROC	0.77	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Attention based CNN	F1 score	0.93	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost	F1-Score	98.79	—	Unverified