Landmark Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1.44SGT
6
Feb 26, 2026
4.65MRE (mm)
6
Feb 26, 2026
0.85MRE (mm)
6
Feb 26, 2026
9.2Normalized L2 Distance
6
Feb 26, 2026
1.12MEDE (mm)
5
Mar 18, 2026
3.23Normalized L2 Distance
5
Feb 26, 2026
66PCK
5
Feb 26, 2026
88.49Detection Rate (2mm Threshold)
5
Feb 26, 2026
6.31Inter-ocular Distance Error (%)
5
Feb 26, 2026
2.79Normalized Error
4
Feb 26, 2026
18.39MRE (pixels)
4
Feb 26, 2026
4.15IVS Average LE
3
Feb 26, 2026
1.51NME (Box) - All
3
Feb 26, 2026
2.03NMEbox (%)
3
Feb 26, 2026
21.07Normalized L2 Distance
3
Feb 26, 2026
1.02MRE
2
May 6, 2026
5.57MRE (px)
2
Feb 26, 2026
1.23MRE
1
May 6, 2026
1.17MRE
1
May 6, 2026
49Accuracy (median)
1
Feb 26, 2026
46Accuracy (median)
1
Feb 26, 2026