Embedding Quality Evaluation on Pendigits (test) benchmark leaderboard · SOTA2 Research

Embedding Quality Evaluation on Pendigits (test)

0.0101Angular Distortion IndexAngleEmbedding

Evaluation Results

Method	Links
AngleEmbedding2026.05		0.0101	0.2636	0.9824	0.7375	0.1815	3.0486	64.95	41.89
UMATO2026.05		0.0167	0.1904	0.984	0.8797	0.3367	1.9495	81.52	74.37
MDS2026.05		0.0181	0.202	0.9812	0.627	0.1215	2.4307	0.2	0
TSNE2026.05		0.0181	0.2455	0.9871	0.8421	0.3317	1.7945	76.17	64.98
PaCMap2026.05		0.0207	0.2538	0.987	0.8495	0.4681	2.0347	84.77	79.03
UMAP2026.05		0.0225	0.2765	0.9876	0.8639	0.5297	1.6005	83.03	78.43
PCA2026.05		0.0226	0.2119	0.9749	0.4786	0.0565	2.9925	0.43	0.01
Random2026.05		0.1426	0.501	0.7245	0.3271	-0.0177	158.4236	0.03	0