SOTAVerified|Agents Browse Leaderboard About

Binary Classification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 941–950 of 2574 papers

Title	Date	Tasks	Status	Hype
On the Implicit Bias of Linear Equivariant Steerable Networks	Mar 7, 2023	Binary ClassificationData Augmentation	—Unverified	0
Learning Label Encodings for Deep Regression	Mar 4, 2023	Binary Classificationregression	CodeCode Available	0
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification	Mar 3, 2023	Binary ClassificationClassification	—Unverified	0
On the complexity of PAC learning in Hilbert spaces	Mar 3, 2023	Binary ClassificationClassification	—Unverified	0
Sparse-penalized deep neural networks estimator under weak dependence	Mar 2, 2023	Binary ClassificationClassification	—Unverified	0
Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models	Mar 1, 2023	Binary ClassificationDeepFake Detection	—Unverified	0
Interactive Segmentation as Gaussian Process Classification	Feb 28, 2023	Binary ClassificationClassification	CodeCode Available	1
Masked Relation Learning for DeepFake Detection	Feb 27, 2023	Binary ClassificationDeepFake Detection	CodeCode Available	1
Complementary to Multiple Labels: A Correlation-Aware Correction Approach	Feb 25, 2023	Binary Classification	—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

Show:10 25 50

← PrevPage 95 of 258Next →

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