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Binary Classification

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1301–1310 of 2574 papers

Title	Date	Tasks	Status	Hype	Score
On the importance of normative data in speech-based assessment	Nov 30, 2017	Binary ClassificationGeneral Classification	—Unverified	0	0
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting	Jun 9, 2015	Binary ClassificationGeneral Classification	—Unverified	0	0
On the Learning Dynamics of Deep Neural Networks	Sep 18, 2018	Binary ClassificationGeneral Classification	—Unverified	0	0
On the Performance of Multimodal Language Models	Oct 4, 2023	BenchmarkingBinary Classification	—Unverified	0	0
On the Predictive Properties of Binary Link Functions	Feb 16, 2015	Binary Classification	—Unverified	0	0
On the rates of convergence for learning with convolutional neural networks	Mar 25, 2024	Binary Classification	—Unverified	0	0
On the relation between accuracy and fairness in binary classification	May 21, 2015	Binary ClassificationClassification	—Unverified	0	0
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation	Dec 1, 2013	Binary ClassificationClassification	—Unverified	0	0
On the sample complexity of parameter estimation in logistic regression with normal design	Jul 9, 2023	Binary ClassificationGeneralization Bounds	—Unverified	0	0
On Trojan Signatures in Large Language Models of Code	Feb 23, 2024	Binary ClassificationDefect Detection	—Unverified	0	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