AutoPET
Benchmarks
TaskDatasetSOTA resultTrendResults
AutoPET
70.2Dice Score
25
AutoPET-II
62.51Dice
21
AutoPET-II
488Peak GPU Memory Usage (Training)
17
AutoPET-II
390.91ThrG Score
17
AutoPET UKT (test)
0.862DSC
16
AutoPET Imu (test)
66.66DSC
16
AutoPET
49F1-score
15
AutoPET III (test)
82Dice Score (All)
12
AutoPET Whole-Body, PET to CT
30.09PSNR
12
AutoPET Whole-Body CT to PET
30.27PSNR
12
AutoPET Whole-Body
1.81MAE
12
AutoPET Whole-Body
1.57MAE
12
AutoPET-Organ (unseen out-of-distribution)
83.75Liver Performance
12
AutoPET unseen out-of-distribution
40.91Tumor DSC
12
AutoPET 1.0 (20 Labeled Cases)
49.56Dice Coefficient
10
AutoPET 1.0 (10 Labeled Cases)
49.12Dice
10
AutoPET 5 Labeled Cases 1.0
46.93Dice
10
AutoPET II (test)
0.6Dice
10
autoPET IV (test)
73.7DSC
8
AutoPET-PSMA
0.576PCa DSC
7
AutoPET
91.05Avg DSC
6
AutoPET II
60.5DSC
5
AutoPET Registrated CT
88.71Avg DSC
4
AutoPET III
88Dice
4
AutoPET IV clinical lung CT cohort v02 (test)
100Precision Edge
3