Dimensionality Reduction on F-MNIST (test) benchmark leaderboard · SOTA2 Research

Dimensionality Reduction on F-MNIST (test)

0.0207Class Angular Distortion IndexAngleEmbedding

Evaluation Results

Method	Links
AngleEmbedding2026.05		0.0207	0.3084	0.9822	0.6858	0.1157	1.9793	0.0012	0
TSNE2026.05		0.0256	0.1782	0.9833	0.8073	0.1251	2.114	0.3284	0.0027
PaCMap2026.05		0.0271	0.2055	0.9819	0.8003	0.1896	1.9983	0.534	0.2186
PCA2026.05		0.0278	0.1476	0.9678	0.6444	-0.0328	4.0114	0.0009	0
UMATO2026.05		0.0285	0.1933	0.9853	0.7972	0.1676	2.2429	0.3467	0.1022
UMAP2026.05		0.0301	0.2695	0.9817	0.8279	0.1912	2.0723	0.6035	0.2827
MDS2026.05		0.031	0.1465	0.9671	0.6309	-0.0206	3.9344	0.0016	0
Random2026.05		0.1242	0.4394	0.7346	0.4129	-0.011	367.7161	0	0