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Benchmarks
Surgical Phase Recognition on Cataract-1k
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71.69
Accuracy
StepAL
57.4004
61.1102
64.82
68.5298
Jul 29, 2025
Accuracy
Precision
Recall
mIoU
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
mIoU
StepAL
Active Learning Cycle=R=1
2025.07
71.69
64.85
57.85
43.08
Entropy
Active Learning Cycle=R=1
2025.07
67.03
57.06
52.77
38.01
CoreGCN
Active Learning Cycle=R=1
2025.07
66.79
58.68
52.42
38.44
Margin
Active Learning Cycle=R=1
2025.07
62.45
52.99
50.08
34.2
Coreset
Active Learning Cycle=R=1
2025.07
62.45
52.99
50.08
34.2
Random
Active Learning Cycle=R=1
2025.07
57.95
50.74
46.91
30.28
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