D1
Benchmarks
TaskDatasetSOTA resultTrendResults
D1
99.291Mean Accuracy
30
D1 advection–diffusion
0.589RMSE
21
D1
0.155MAE
18
Synthetic D1 (test)
0.512MSE
16
D1 Pediatric Organs in CT
85.59DSC
14
D1 Mean of IPS and IPM
63.7AUC
12
D1
0.31RMSE
10
D1
0.038Average Relative MSE
10
D1 0.15 (test)
99.742Mean Accuracy
10
D1
3.929MAE
9
D1
0.947SSIM
9
D1 with only clusteriers (test)
83.3AUC
9
D1
79.11Accuracy
9
D1 In-plane-moving (IPM)
68AUC
8
D1 In-plane-static (IPS)
60.3AUC
8
D1 advection–diffusion 15 stations held out
0.55RMSE (m)
7
D1 advection–diffusion (10 stations held out)
0.52RMSE (m)
7
D1 advection–diffusion 5 stations held out
0.53RMSE (m)
7
D1 Calibrated
99.1Precision
7
D1 trained on D0 (test)
93.67Dice
7
D1 evaluated after training on D2
93.67Dice Score
7
D1 (complete data conditions)
82.1Top-1 Score
7
D1 (test)
81.64Micro AUPRC
7
D1 (test)
21.51Mean AUPRC
7
D1 in-distribution (test)
51.63PSNR (DRF=2)
6