Boundary Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
84.8ODS
185
Feb 26, 2026
80.31ODS F-measure
48
Jun 16, 2026
0.859ODS F-score
37
Feb 26, 2026
67.65Accuracy
34
Feb 26, 2026
78.8ODSF
34
Feb 26, 2026
71.4mAP
29
Feb 26, 2026
49.64Accuracy
27
Feb 26, 2026
86.4ODS
26
Feb 26, 2026
98.87BF1 Score
17
Apr 14, 2026
43.6#Bry=1 F1 Score
16
Feb 26, 2026
78.43ODS Fmax
15
Feb 27, 2026
96.3ODS Score
12
Feb 26, 2026
0.963ODS
12
Feb 26, 2026
85.27ODS F-measure
11
May 19, 2026
83.6ODS Score
11
Feb 26, 2026
0.126Boundary Loss
10
Feb 27, 2026
0.062Loss
10
Feb 27, 2026
64.63Accuracy
10
Feb 26, 2026
48.6F1 Score (1 Boundary)
8
Feb 26, 2026
73odsF
7
Feb 26, 2026
76.6Boundary Score
5
Feb 26, 2026
80.1F1@3
4
Feb 26, 2026
86.7F1@3
4
Feb 26, 2026
91F1@3
4
Feb 26, 2026
64.6F1@3
2
Feb 26, 2026