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Benchmarks
Surgical Phase Recognition on Cholec80 (10%)
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69.6
Accuracy
Moco
54.416
58.358
62.3
66.242
Jun 30, 2026
Accuracy
F1-score
Updated 24d ago
Evaluation Results
Method
Method
Links
Accuracy
F1-score
Moco
Pre-training Dataset=C...
2026.06
69.6
56.9
HyperVLP
Pre-training Dataset=S...
2026.06
64.2
51.3
PeskaVLP
Pre-training Dataset=S...
2026.06
61.9
50.6
CLIP
Pre-training Dataset=S...
2026.06
58.9
42.3
Moco
Pre-training Dataset=S...
2026.06
57.6
43.5
CLIP
Pre-training Dataset=N...
2026.06
57.5
40
ImageNet
Pre-training Dataset=I...
2026.06
57.4
42.3
HecVL
Pre-training Dataset=S...
2026.06
56.1
40.3
SurgVLP
Pre-training Dataset=S...
2026.06
55
39.9
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