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Benchmarks
Surgical Phase Recognition on Stras70 (100%)
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75.6
Accuracy
HyperVLP
64.992
67.746
70.5
73.254
Jun 30, 2026
Accuracy
F1-score
Updated 24d ago
Evaluation Results
Method
Method
Links
Accuracy
F1-score
HyperVLP
Pre-training Dataset=S...
2026.06
75.6
62.3
Moco
Pre-training Dataset=S...
2026.06
71.6
58.1
PeskaVLP
Pre-training Dataset=S...
2026.06
71.4
59.5
HecVL
Pre-training Dataset=S...
2026.06
69.8
54.9
CLIP
Pre-training Dataset=S...
2026.06
69.1
55.7
Moco
Pre-training Dataset=C...
2026.06
67.8
55.4
ImageNet
Pre-training Dataset=I...
2026.06
66.2
53.6
SurgVLP
Pre-training Dataset=S...
2026.06
65.8
50
CLIP
Pre-training Dataset=N...
2026.06
65.4
50.6
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