ML Research Wiki / Benchmarks / Clustering Algorithms Evaluation / MNIST

MNIST

Clustering Algorithms Evaluation Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: ARI

Rank	Model	Paper	Date	Code
1	AE+GIT	Git: Clustering Based on Graph of Intensity Topology	2021-10-04	📦 gaozhangyang/DGC 📦 gaozhangyang/git 📦 yangyucheng000/University 📦 2024-MindSpore-1/Code2
2	GIT	Git: Clustering Based on Graph of Intensity Topology	2021-10-04	📦 gaozhangyang/DGC 📦 gaozhangyang/git 📦 yangyucheng000/University 📦 2024-MindSpore-1/Code2
3	k-Means++	Git: Clustering Based on Graph of Intensity Topology	2021-10-04	📦 gaozhangyang/DGC 📦 gaozhangyang/git 📦 yangyucheng000/University 📦 2024-MindSpore-1/Code2
4	Spectral Clustering	Git: Clustering Based on Graph of Intensity Topology	2021-10-04	📦 gaozhangyang/DGC 📦 gaozhangyang/git 📦 yangyucheng000/University 📦 2024-MindSpore-1/Code2
5	SpectACI	Git: Clustering Based on Graph of Intensity Topology	2021-10-04	📦 gaozhangyang/DGC 📦 gaozhangyang/git 📦 yangyucheng000/University 📦 2024-MindSpore-1/Code2
6	QuickShiftPP	Git: Clustering Based on Graph of Intensity Topology	2021-10-04	📦 gaozhangyang/DGC 📦 gaozhangyang/git 📦 yangyucheng000/University 📦 2024-MindSpore-1/Code2

2021

AE+GIT

gaozhangyang/DGC gaozhangyang/git

2021

GIT

gaozhangyang/DGC gaozhangyang/git

2021

k-Means++

gaozhangyang/DGC gaozhangyang/git

2021

Spectral Clustering

gaozhangyang/DGC gaozhangyang/git

2021

SpectACI

gaozhangyang/DGC gaozhangyang/git

2021

QuickShiftPP

gaozhangyang/DGC gaozhangyang/git

Model	Paper	Date
AE+GIT	Git: Clustering Based on Graph of Intensity Topol…	2021-10-04
GIT	Git: Clustering Based on Graph of Intensity Topol…	2021-10-04
k-Means++	Git: Clustering Based on Graph of Intensity Topol…	2021-10-04
Spectral Clustering	Git: Clustering Based on Graph of Intensity Topol…	2021-10-04
SpectACI	Git: Clustering Based on Graph of Intensity Topol…	2021-10-04
QuickShiftPP	Git: Clustering Based on Graph of Intensity Topol…	2021-10-04