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Benchmarks
Surgical Phase Recognition on BernBypass
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43.54
Average F1
SPA
-0.5976
10.8612
22.32
33.7788
Jun 25, 2025
Average F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Average F1
SPA
Shots=32
2025.06
43.54
RN50
Shots=Full
2025.06
42.4
SPA
Shots=16
2025.06
38.73
Linear probe (LP)
Shots=32
2025.06
29.74
Linear probe (LP)
Shots=16
2025.06
27.36
Tip-Adapter-F
Shots=32
2025.06
26.98
LP+text
Shots=32
2025.06
26.01
LP+text
Shots=16
2025.06
25.01
Tip-Adapter-F
Shots=16
2025.06
24.54
SPA
Shots=1
2025.06
24.31
PeskaVLP
Shots=0
2025.06
22.6
Linear probe (LP)
Shots=1
2025.06
14.95
Tip-Adapter-F
Shots=1
2025.06
14.29
LP+text
Shots=1
2025.06
14.12
CLIP
Shots=0
2025.06
1.1
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