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Benchmarks
Binary Segmentation on MMFire (test)
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0.999
Image Quality
Naive sampling
0.94905
0.974025
0.999
1.023975
Mar 20, 2026
Image Quality
Distinct Modes
HM IoU
Runtime (min)
Updated 27d ago
Evaluation Results
Method
Method
Links
Image Quality
Distinct Modes
HM IoU
Runtime (min)
Naive sampling
Number of batches=1, S...
2026.03
0.999
3.4
63.8
0
Prob. UNet
Number of batches=1, S...
2026.03
0.999
3.1
57
0
Clustering [256→8]
Number of batches=1, S...
2026.03
0.999
3.8
66.2
1
PG: batch
Number of batches=1, S...
2026.03
0.999
4
69.4
0
SPELL: batch
Number of batches=1, S...
2026.03
0.999
4.4
71.3
0
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