SOTAVerified|Agents Browse Leaderboard About

Dimensionality Reduction

Dimensionality reduction is the task of reducing the dimensionality of a dataset.

( Image credit: openTSNE )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 801–810 of 3304 papers

Title	Date	Tasks	Status	Hype
Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images	Aug 2, 2023	DecoderDimensionality Reduction	—Unverified	0
Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction	Aug 1, 2023	Dimensionality Reduction	CodeCode Available	0
ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings	Aug 1, 2023	Dimensionality Reduction	CodeCode Available	1
LaplaceConfidence: a Graph-based Approach for Learning with Noisy Labels	Jul 31, 2023	Dimensionality ReductionLearning with noisy labels	—Unverified	0
SAP-sLDA: An Interpretable Interface for Exploring Unstructured Text	Jul 28, 2023	Dimensionality Reduction	—Unverified	0
A Statistical View of Column Subset Selection	Jul 24, 2023	Dimensionality Reduction	CodeCode Available	0
Heuristic Hyperparameter Choice for Image Anomaly Detection	Jul 20, 2023	Anomaly DetectionDimensionality Reduction	—Unverified	0
On Optimality in ROVir	Jul 20, 2023	Dimensionality Reduction	—Unverified	0
Improving Surrogate Model Robustness to Perturbations for Dynamical Systems Through Machine Learning and Data Assimilation	Jul 19, 2023	Dimensionality Reduction	—Unverified	0
A Computational Topology-based Spatiotemporal Analysis Technique for Honeybee Aggregation	Jul 19, 2023	Change Point DetectionDimensionality Reduction	CodeCode Available	0

Show:10 25 50

← PrevPage 81 of 331Next →

All datasets MCA EMNIST

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	UDRN	Classification Accuracy	90.9	—	Unverified
2	tSNE	Classification Accuracy	51.5	—	Unverified
3	IVIS	Classification Accuracy	46.6	—	Unverified
4	UMAP	Classification Accuracy	41.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UDRN	Classification Accuracy	71.1	—	Unverified
2	QS	Classification Accuracy	68	—	Unverified