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Benchmarks
Triplet-entity grounding on CholecT45 Scene
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87.8
IoU (Entity I)
SurgMLLM
58.056
65.778
73.5
81.222
May 13, 2026
IoU (Entity I)
IoU (Entity T)
mIoU
Updated 20d ago
Evaluation Results
Method
Method
Links
IoU (Entity I)
IoU (Entity T)
mIoU
SurgMLLM
2026.05
87.8
67.8
84.4
SurgSAM2
2026.05
74.2
53.1
65.8
SAM2
mode=Adapter
2026.05
72.8
50.3
63.8
SAM2
mode=ZeroShot
2026.05
59.2
30.5
47.7
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