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Benchmarks
Unsupervised Segmentation on Cholec instruments only
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28.8
mBO-V
Slot-BERT
12.16
16.48
20.8
25.12
Jan 21, 2025
mBO-V
mBO-F
mBHD
FG-ARI
CorLoc
Updated 1mo ago
Evaluation Results
Method
Method
Links
mBO-V
mBO-F
mBHD
FG-ARI
CorLoc
Slot-BERT
training_protocol=from...
2025.01
28.8
27.8
64.8
37
35.3
Video-Saur
training_protocol=from...
2025.01
26.1
25.8
74.9
34.2
34.6
DINO-Saur
training_protocol=from...
2025.01
25.7
25.5
75.9
33.9
29.1
STEVE
training_protocol=from...
2025.01
19.5
18.7
108.9
24.2
19.8
SAVi
training_protocol=from...
2025.01
18.9
18.1
107
23.7
15.3
Slot-Diffusion
training_protocol=from...
2025.01
12.8
15.7
91.4
19.4
18.9
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