TotalSegmentator
Benchmarks
TaskDatasetSOTA resultTrendResults
TotalSegmentator
75.3Dice Coefficient
22
TotalSegmentator
84.6SSIM
18
TotalSegmentator (test)
94.25Dice (Rib)
12
TotalSegmentator 89 scans (test)
94.25Dice (Rib)
12
TotalSegmentator (test)
0.976Mean Cosine Similarity
10
TotalSegmentator (Unseen Patient)
54.56Kidney Overlap Score
8
TotalSegmentator (Seen Patient)
67.55Kidney Score
8
TotalSegmentator (TS) (test)
83.8Dice (Myo)
8
TotalSegmentator
25.2Dice Coefficient (1pt)
7
TotalSegmentator MRI
67.05Dice: Adrenal gland
7
TotalSegmentator Overall (standard split)
0.842DSC
5
TotalSegmentator Ribs group (standard split)
82DSC
5
TotalSegmentator Musculoskeletal group (standard split)
85.1DSC
5
TotalSegmentator Cardiac group (standard split)
83DSC
5
TotalSegmentator Vertebrae group (standard)
84.6DSC
5
TotalSegmentator Organs group (standard split)
84DSC
5
TotalSegmentator binary 10-shot
88.51Gallbladder Score
5
TotalSegmentator binary 5-shot
86.67Gall Score
5
TotalSegmentator Seen TF (ID)
93.7SSIM
4
TotalSegmentator Full v1
87.59Dice Score
4
TotalSegmentator CT Other 1.0 (test)
80Precision
4
TotalSegmentator CT Pelvis 1.0 (test)
99.6Accuracy
4
TotalSegmentator CT (Abdomen) 1.0 (test)
97.1Accuracy
4
TotalSegmentator CT Chest 1.0 (test)
98.4Accuracy
4
TotalSegmentator CT Neck 1.0 (test)
97.1Accuracy
4