Cell detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
75mAP@50
20
Feb 26, 2026
95.83Precision (Point)
15
Feb 26, 2026
53.3mAP
14
Feb 26, 2026
25.7mAP
14
Feb 26, 2026
67.8F1 Score (Inflammatory)
14
Feb 26, 2026
73.45F1 Score
12
Jun 8, 2026
96.2F-score
12
Feb 26, 2026
77.22mF1
8
Jun 8, 2026
99.8F-score
6
Feb 26, 2026
97.8F-score
6
Feb 26, 2026
0.922F-score
6
Feb 26, 2026
76.31F1 (Lymph)
5
Jun 8, 2026
0.869Precision
4
Feb 26, 2026
75.6F1 Score (Control)
4
Feb 26, 2026
86.41AP @ IoU=0.50
4
Feb 26, 2026
99.84AP (IoU=0.50)
4
Feb 26, 2026
99.98AP @ IoU=0.50
4
Feb 26, 2026
0.869Precision
3
Feb 26, 2026
63.2Precision
3
Feb 26, 2026
77.1Average Recall
3
Feb 26, 2026
0.989Score
2
Feb 26, 2026
97.9Score
2
Feb 26, 2026
0.97Score
2
Feb 26, 2026