Document Layout Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
89mAP
21
Apr 28, 2026
0.978mAP
21
Feb 26, 2026
86.8AP50
17
Feb 26, 2026
79.7mAP
13
Feb 26, 2026
70.3mAP
13
Jun 17, 2026
78.7mAP@0.5:0.95
12
Mar 11, 2026
96.7Text Score
11
Feb 26, 2026
69.2mAP@IOU[0.50:0.95]
10
Mar 11, 2026
56.9mAP
7
Feb 26, 2026
74Number of Classes
7
Feb 26, 2026
86COTe
5
Mar 16, 2026
72COTe
5
Mar 16, 2026
69.1mAP@0.5:0.95
5
Mar 11, 2026
0.945mAP
5
Feb 26, 2026
78.7Text Score
2
Mar 11, 2026