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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1981–1990 of 2574 papers

Title	Date	Tasks	Status	Hype
Online Passive-Aggressive Total-Error-Rate Minimization	Feb 5, 2020	Binary ClassificationGeneral Classification	—Unverified	0
On Lipschitz Continuity and Smoothness of Loss Functions in Learning to Rank	May 3, 2014	Binary ClassificationLearning-To-Rank	—Unverified	0
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG	Jul 13, 2022	Age EstimationBIG-bench Machine Learning	—Unverified	0
On Regularized Sparse Logistic Regression	Sep 12, 2023	Binary ClassificationClassification	—Unverified	0
On Reject and Refine Options in Multicategory Classification	Jan 9, 2017	Binary ClassificationClassification	—Unverified	0
On statistical learning via the lens of compression	Oct 12, 2016	Binary ClassificationLearning Theory	—Unverified	0
On support vector machines under a multiple-cost scenario	Dec 22, 2023	Binary ClassificationMedical Diagnosis	—Unverified	0
On the Bayes-optimality of F-measure maximizers	Oct 17, 2013	Binary ClassificationGeneral Classification	—Unverified	0
On the Calibration of Nested Dichotomies for Large Multiclass Tasks	Sep 8, 2018	Binary ClassificationGeneral Classification	—Unverified	0
On the complexity of PAC learning in Hilbert spaces	Mar 3, 2023	Binary ClassificationClassification	—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