Surgical Phase Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
96Accuracy
70
Jul 1, 2026
0.742Phase-level Precision
39
Mar 16, 2026
69Average F1
39
Apr 21, 2026
86.89Precision
28
May 19, 2026
96.9Accuracy
20
May 15, 2026
43.54Average F1
15
Feb 26, 2026
71.1Average F1
15
Feb 26, 2026
86.27Accuracy
12
May 19, 2026
0.773F1 Score
12
Mar 9, 2026
57.66Accuracy
11
Mar 16, 2026
79.8Accuracy
11
Mar 16, 2026
89.9Accuracy
10
Mar 24, 2026
72.3Accuracy
9
Jul 1, 2026
76.9Accuracy
9
Jul 1, 2026
66.9Accuracy
9
Jul 1, 2026
75.6Accuracy
9
Jul 1, 2026
60.1Accuracy
9
Jul 1, 2026
65.3Accuracy
9
Jul 1, 2026
69.6Accuracy
9
Jul 1, 2026
92.54F1-score
9
Mar 27, 2026
24.1F1 Score
8
Mar 26, 2026
37.9F1 Score
8
Mar 26, 2026
84.36Accuracy
8
Feb 26, 2026
92.2Accuracy
7
May 15, 2026
86.4Accuracy
6
May 15, 2026