Dimensionality Reduction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.556KL Divergence (0.01)
5
Feb 26, 2026
0.277KL Divergence (0.01)
5
Feb 26, 2026
0.356KL Divergence (0.01)
5
Feb 26, 2026
87.98Trustworthiness (T5)
4
Jun 4, 2026
1.126SE-local
4
May 13, 2026
0.992Pairwise Correlation
4
May 13, 2026
0.849Distance Correlation Score
4
Apr 24, 2026
90.9Distance Correlation Score
4
Apr 24, 2026
0.896Distance Correlation Score
4
Apr 24, 2026
1Trustworthiness
4
Apr 2, 2026
1Trustworthiness
4
Apr 2, 2026
0.999Trustworthiness
4
Apr 2, 2026
0.999Trustworthiness
4
Apr 2, 2026
99.9Trustworthiness
4
Apr 2, 2026
100Trustworthiness
4
Apr 2, 2026
64.6Triplet Centroid Accuracy
4
Feb 26, 2026
0.979Trustworthiness
4
Feb 26, 2026
95.6Trustworthiness
4
Feb 26, 2026
72.7kNN Accuracy
3
Apr 29, 2026
66.3kNN Accuracy
3
Apr 29, 2026
79.8kNN Accuracy
3
Apr 29, 2026
97kNN Accuracy
3
Apr 29, 2026
76.6kNN Accuracy
3
Apr 29, 2026
89.5kNN Accuracy
3
Apr 29, 2026
93.6kNN Accuracy
3
Apr 29, 2026