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Benchmarks
Instrument Detection and Tracking on Microanastomosis (test)
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98.9
Precision
AI Framework for Microanastomosis Motion Assessment
91.828
93.664
95.5
97.336
Jan 28, 2026
Precision
Recall
mAP50
mAP50-95
Recovery
Correction
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
mAP50
mAP50-95
Recovery
Correction
AI Framework for Microanastomosis Motion Assessment
Class=needle_driver_c,...
2026.01
98.9
97.5
99.3
97.3
98.9
90.2
AI Framework for Microanastomosis Motion Assessment
Class=needle_driver_s,...
2026.01
98.6
97.5
99.2
96.5
99.4
89.5
AI Framework for Microanastomosis Motion Assessment
Class=scissors_c, No....
2026.01
98.1
96
99.2
97.6
99.2
86.4
AI Framework for Microanastomosis Motion Assessment
Class=needle, No. of I...
2026.01
97.1
91.8
97.2
87.2
96.3
99.7
AI Framework for Microanastomosis Motion Assessment
Class=all, No. of Imag...
2026.01
96.9
96.6
98.9
95.8
98.7
90.6
AI Framework for Microanastomosis Motion Assessment
Class=scissors_s, No....
2026.01
92.1
100
99.5
97.9
99.5
87.2
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