Intrinsic Dimension Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
20.68Mean Estimated Dimension
10
May 15, 2026
11.16Mean Dimension Estimate
10
May 15, 2026
6.18Mean Estimated Dimension
10
May 15, 2026
54.22Dimension Estimate
10
May 15, 2026
28.16Dimension Estimate
9
May 15, 2026
54.37Intrinsic Dimension
9
May 15, 2026
54.26Dimension Estimate
9
May 15, 2026
65.9Dim 1 Accuracy
9
Apr 14, 2026
4.8Local MLE (NN=2)
7
Jun 26, 2026
4.2Local MLE (NN=2)
7
Jun 26, 2026
322Dimension Estimate (Dim 1)
7
Apr 14, 2026
1.94Estimated Intrinsic Dimension
4
May 22, 2026
85.74Overall Accuracy
3
Apr 14, 2026
10.39Intrinsic Dimension
2
Jun 23, 2026
5.05Intrinsic Dimension
2
Jun 23, 2026
4.29Intrinsic Dimension
2
Jun 23, 2026
4.26Intrinsic Dimension
2
Jun 23, 2026
6Intrinsic Dimension
2
Jun 23, 2026
4.02Intrinsic Dimension
2
Jun 23, 2026
2.17Intrinsic Dimension
2
Jun 23, 2026
2.13Intrinsic Dimension
2
Jun 23, 2026
2.17Intrinsic Dimension
2
Jun 23, 2026
26Estimated Intrinsic Dimension
2
May 22, 2026
22Estimated Intrinsic Dimension
2
May 22, 2026
18Intrinsic Dimension (Estimated)
2
May 22, 2026