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Benchmarks
Surgical Phase Recognition on Cataract-101
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80.16
Accuracy
StepAL
75.7192
76.8721
78.025
79.1779
Jul 29, 2025
Accuracy
Precision
Recall
Jaccard Index
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
Jaccard Index
StepAL
Active Learning Cycle=R=1
2025.07
80.16
76.35
73.33
59.77
Margin
Active Learning Cycle=R=1
2025.07
78.93
74.95
73.14
58.77
Random
Active Learning Cycle=R=1
2025.07
78.59
69.37
67.91
54.04
CoreGCN
Active Learning Cycle=R=1
2025.07
77
73
70.54
54.95
Coreset
Active Learning Cycle=R=1
2025.07
76.13
71
70.4
54.11
Entropy
Active Learning Cycle=R=1
2025.07
75.89
70.02
68.91
53.76
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