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Benchmarks
Medical Image Segmentation on BCV Decathlon Liver (test)
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91.2
Dice Score (Clean)
real training set
51.472
61.786
72.1
82.414
Oct 7, 2022
May 5, 2023
Dec 2, 2023
Jun 29, 2024
Jan 26, 2025
Aug 24, 2025
Mar 23, 2026
Dice Score (Clean)
Dice Score (FGSM)
Dice Score (PGD)
Dice Score (SMIA)
Updated 25d ago
Evaluation Results
Method
Method
Links
Dice Score (Clean)
Dice Score (FGSM)
Dice Score (PGD)
Dice Score (SMIA)
real training set
training_data_source=r...
2026.03
91.2
-
-
-
Sketch2CT
training_data_source=s...
2026.03
90.4
-
-
-
Seg-Diff
training_data_source=s...
2026.03
88.7
-
-
-
MedGen3D
training_data_source=s...
2026.03
82.3
-
-
-
PNODE
Shots=1
2022.10
65
49
55
16
Med-DDPM
training_data_source=s...
2026.03
59.8
-
-
-
AT-PANet
Shots=1
2022.10
57
14
31
13
PANet
Shots=1
2022.10
53
15
35
13
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