Autolaparo
Benchmarks
TaskDatasetSOTA resultTrendResults
Autolaparo
69Average F1
39
AutoLaparo (test)
70.7F1 Score
30
Autolaparo
63.1Phase Accuracy
16
AutoLaparo
86.37Accuracy
14
Autolaparo
0.844Mean Dice Coefficient
13
AutoLaparo 21 videos (test)
86.27Accuracy
12
Autolaparo (10%)
60.1Accuracy
9
Autolaparo 100%
65.3Accuracy
9
AutoLaparo SurgAtt
2.741NSS
9
AutoLaparo 3-fold cross-validation public (test)
84.36Accuracy
8
AutoLaparo (full)
57.3Phase F1
7
AutoLaparo (test)
0.851Precision
6
AutoLaparo (five-fold cross-val)
80.1Accuracy
4