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Benchmarks
Surgical Phase Recognition on Pituitary tumor surgery dataset
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92.54
F1-score
SurgPhase
3.7864
26.8282
49.87
72.9118
Mar 26, 2026
F1-score
Precision
Recall
Accuracy
Updated 23d ago
Evaluation Results
Method
Method
Links
F1-score
Precision
Recall
Accuracy
SurgPhase
Phase=Sellar
2026.03
92.54
89.99
95.24
90
SurgPhase
Phase=Nasal
2026.03
91.4
94.22
88.75
90
SurgPhase
Phase=Closure
2026.03
87.68
95.83
80.81
90
SurgPhase
Phase=Sphenoid
2026.03
80.08
81.97
78.27
90
CITI
Phase=All phases
2026.03
61.1
-
-
-
UNI-ANDES
Phase=All phases
2026.03
51
-
-
-
SK
Phase=All phases
2026.03
41.2
-
-
-
SANO
Phase=All phases
2026.03
39.6
-
-
-
GMAI
Phase=All phases
2026.03
7.2
-
-
-
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