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Benchmarks
Surgical Phase Recognition on StrasBypass
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71.1
Average F1
RN50
1.42
19.51
37.6
55.69
Jun 25, 2025
Average F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Average F1
RN50
Shots=Full
2025.06
71.1
SPA
Shots=32
2025.06
55.8
SPA
Shots=16
2025.06
52.39
Linear probe (LP)
Shots=32
2025.06
42.79
LP+text
Shots=32
2025.06
40.35
Linear probe (LP)
Shots=16
2025.06
38.48
Tip-Adapter-F
Shots=32
2025.06
35.83
LP+text
Shots=16
2025.06
35.42
Tip-Adapter-F
Shots=16
2025.06
34.29
SPA
Shots=1
2025.06
30.68
PeskaVLP
Shots=0
2025.06
28.6
Linear probe (LP)
Shots=1
2025.06
24.7
LP+text
Shots=1
2025.06
23.53
Tip-Adapter-F
Shots=1
2025.06
14.88
CLIP
Shots=0
2025.06
4.1
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