Counting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
95.1Accuracy
102
Apr 29, 2026
1.99MAE
74
Jul 3, 2026
82.2Accuracy
67
Jun 2, 2026
100Accuracy
48
Apr 14, 2026
93.84Accuracy
45
May 12, 2026
74Accuracy
26
Jun 9, 2026
74Accuracy
26
Jun 9, 2026
96Bin Fill Success Rate
23
Mar 6, 2026
2.7MAE
21
Jun 16, 2026
91.5Accuracy
21
Jun 9, 2026
7.84MAE
21
Feb 27, 2026
5.74MAE
17
May 12, 2026
40.98GC
16
May 13, 2026
7.1MAE
13
Feb 26, 2026
7.3MAE
13
Feb 26, 2026
88.8Accuracy
11
Mar 31, 2026
13.85MAE
11
Feb 26, 2026
16.54MAE
11
Feb 26, 2026
91.38Avg@8 Accuracy
10
Apr 15, 2026
16.16MAE
10
Feb 26, 2026
37.77A-Score
9
Apr 20, 2026
65Human Accuracy
8
Jul 7, 2026
58YOLOv9 Accuracy
8
Jul 7, 2026
86Precision
8
Jul 3, 2026
1.27NMN Score
8
Jul 3, 2026