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Binary Classification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2511–2520 of 2574 papers

Title	Date	Tasks	Status	Hype
Enforcing Label and Intensity Consistency for IR Target Detection	Sep 9, 2014	Binary Classification	—Unverified	0
Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge	Sep 9, 2014	BIG-bench Machine LearningBinary Classification	—Unverified	0
On the Consistency of Ordinal Regression Methods	Aug 11, 2014	Binary ClassificationGeneral Classification	—Unverified	0
On the Generalization of the C-Bound to Structured Output Ensemble Methods	Aug 6, 2014	Binary ClassificationGeneral Classification	—Unverified	0
Dynamic Feature Scaling for Online Learning of Binary Classifiers	Jul 28, 2014	Binary ClassificationGeneral Classification	—Unverified	0
Quadratically constrained quadratic programming for classification using particle swarms and applications	Jul 23, 2014	Binary ClassificationClassification	—Unverified	0
Optimizing Average Precision using Weakly Supervised Data	Jun 1, 2014	Action ClassificationBinary Classification	—Unverified	0
Optimal Learners for Multiclass Problems	May 10, 2014	Binary ClassificationOpen-Ended Question Answering	—Unverified	0
On Lipschitz Continuity and Smoothness of Loss Functions in Learning to Rank	May 3, 2014	Binary ClassificationLearning-To-Rank	—Unverified	0
Constructing a Corpus of Japanese Predicate Phrases for Synonym/Antonym Relations	May 1, 2014	Binary ClassificationGeneral 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