Dimensionality Reduction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.013Class Angular Distortion Index
8
May 4, 2026
0.001Class Angular Distortion Index
8
May 4, 2026
0.02Angular Distortion Index (Class)
8
May 4, 2026
0.001Angular Distortion Index
8
May 4, 2026
0.014Angular Distortion Index (Class)
8
May 4, 2026
0.03Angular Distortion Index
8
May 4, 2026
0.021Class Angular Distortion Index
8
May 4, 2026
0.018Class Angular Distortion Index
8
May 4, 2026
0.02Angular Distortion Index (Class)
8
May 4, 2026
94.8Distance Correlation
7
Jun 5, 2026
0.957Distance Correlation
7
Jun 5, 2026
0.834Trustworthiness (T5)
7
Jun 4, 2026
94.9L. C. Score
5
Jun 5, 2026
96L. C.
5
Jun 5, 2026
87.3Trustworthiness (T5)
5
Jun 4, 2026
84.31Trustworthiness (T5)
5
Jun 4, 2026
1.04Runtime (s)
5
May 13, 2026
0.838Runtime (s)
5
May 13, 2026
0.246Runtime (s)
5
May 13, 2026
0.128Runtime (s)
5
May 13, 2026
0.033Runtime (s)
5
May 13, 2026
0.019Runtime (s)
5
May 13, 2026
0.011Runtime (s)
5
May 13, 2026
79.4Centroid Triplet Accuracy
5
Feb 26, 2026
87.7Centroid Triplet Acc
5
Feb 26, 2026