Cell Type Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.942F1 Score
35
Feb 26, 2026
84.2Balanced Accuracy
22
Feb 26, 2026
86F1 Score
21
Feb 26, 2026
96.26Accuracy
20
Apr 10, 2026
86F1 Score
14
Feb 26, 2026
80.4F1 Score
9
Jun 4, 2026
86.7Accuracy
9
Feb 26, 2026
82Accuracy
8
Apr 7, 2026
99Accuracy
8
Apr 7, 2026
82Accuracy
8
Apr 7, 2026
59.4Accuracy (k-NN)
7
May 7, 2026
80.4k-NN Accuracy
7
May 7, 2026
80.2k-NN Accuracy
7
May 7, 2026
92k-NN Accuracy
7
May 7, 2026
97Accuracy (k-NN)
7
May 7, 2026
53.7Accuracy (k-NN)
7
May 7, 2026
90.1k-NN Accuracy
7
May 7, 2026
65.9k-NN Accuracy
7
May 7, 2026
0.357Macro F1
7
Apr 28, 2026
90.1F1 Score
7
Feb 26, 2026
93.5Macro F1 Score
6
Mar 31, 2026
96.9Macro F1 Score
6
Mar 31, 2026
97.9Macro-F1
6
Mar 31, 2026
98.6Macro-F1
6
Mar 31, 2026
93.4Macro-F1
6
Mar 31, 2026