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Benchmarks
Surgical Phase Recognition on Bern70 (100%)
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76.9
Accuracy
HyperVLP
63.588
67.044
70.5
73.956
Jun 30, 2026
Accuracy
F1 Score
Updated 24d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
HyperVLP
Pre-training Dataset=S...
2026.06
76.9
45.1
PeskaVLP
Pre-training Dataset=S...
2026.06
71.5
37.4
HecVL
Pre-training Dataset=S...
2026.06
70
34.4
Moco
Pre-training Dataset=S...
2026.06
69.6
36.5
CLIP
Pre-training Dataset=S...
2026.06
68.2
35.2
SurgVLP
Pre-training Dataset=S...
2026.06
66.5
34.3
Moco
Pre-training Dataset=C...
2026.06
66
33.1
ImageNet
Pre-training Dataset=I...
2026.06
64.7
31.6
CLIP
Pre-training Dataset=N...
2026.06
64.1
33.3
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