Ktrans Synthesis on Clinical Brain-Tumor Cohort (test)
0.76NMSEST-MoME
Evaluation results
| Method | Links | |
|---|---|---|
| ST-MoMEScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 0.76 | |
| ST-MoMEScenario ID=Average, Group=Average2026.06 | 0.82 | |
| ST-MoMEScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 0.85 | |
| ShaSpecScenario ID=6, Group=L1O, Missing Modalities=ADC2026.06 | 1.23 | |
| ShaSpecScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 1.23 | |
| ShaSpecScenario ID=3, Group=L1O, Missing Modalities=T22026.06 | 1.25 | |
| ShaSpecScenario ID=11, Group=L2O, Missing Modalities=CBV, ADC2026.06 | 1.25 | |
| ShaSpecScenario ID=5, Group=L1O, Missing Modalities=CBV2026.06 | 1.27 | |
| ComposerScenario ID=11, Group=L2O, Missing Modalities=CBV, ADC2026.06 | 1.27 | |
| ComposerScenario ID=3, Group=L1O, Missing Modalities=T22026.06 | 1.28 | |
| ShaSpecScenario ID=4, Group=L1O, Missing Modalities=FLAIR2026.06 | 1.28 | |
| ComposerScenario ID=9, Group=L2O, Missing Modalities=T2, CBV2026.06 | 1.28 | |
| ComposerScenario ID=10, Group=L2O, Missing Modalities=FLAIR, CBV2026.06 | 1.28 | |
| ComposerScenario ID=4, Group=L1O, Missing Modalities=FLAIR2026.06 | 1.29 | |
| ComposerScenario ID=6, Group=L1O, Missing Modalities=ADC2026.06 | 1.29 | |
| ShaSpecScenario ID=9, Group=L2O, Missing Modalities=T2, CBV2026.06 | 1.29 | |
| ComposerScenario ID=5, Group=L1O, Missing Modalities=CBV2026.06 | 1.3 | |
| ST-MoMEScenario ID=6, Group=L1O, Missing Modalities=ADC2026.06 | 1.3 | |
| ST-MoMEScenario ID=4, Group=L1O, Missing Modalities=FLAIR2026.06 | 1.31 | |
| ComposerScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 1.31 | |
| ST-MoMEScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 1.31 | |
| ComposerScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 1.32 | |
| ST-MoMEScenario ID=3, Group=L1O, Missing Modalities=T22026.06 | 1.32 | |
| ComposerScenario ID=7, Group=L2O, Missing Modalities=T1, CBV2026.06 | 1.32 | |
| ShaSpecScenario ID=10, Group=L2O, Missing Modalities=FLAIR, CBV2026.06 | 1.32 | |
| ShaSpecScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 1.34 | |
| ComposerScenario ID=Average, Group=Average2026.06 | 1.35 | |
| ST-MoMEScenario ID=9, Group=L2O, Missing Modalities=T2, CBV2026.06 | 1.36 | |
| ST-MoMEScenario ID=11, Group=L2O, Missing Modalities=CBV, ADC2026.06 | 1.36 | |
| ShaSpecScenario ID=Average, Group=Average2026.06 | 1.36 | |
| ST-MoMEScenario ID=5, Group=L1O, Missing Modalities=CBV2026.06 | 1.37 | |
| ST-MoMEScenario ID=10, Group=L2O, Missing Modalities=FLAIR, CBV2026.06 | 1.37 | |
| ShaSpecScenario ID=7, Group=L2O, Missing Modalities=T1, CBV2026.06 | 1.38 | |
| ST-MoMEScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 1.39 | |
| ShaSpecScenario ID=2, Group=L1O, Missing Modalities=T1CE2026.06 | 1.39 | |
| ST-MoMEScenario ID=Average, Group=Average2026.06 | 1.39 | |
| ShaSpecScenario ID=8, Group=L2O, Missing Modalities=T1CE, CBV2026.06 | 1.4 | |
| ComposerScenario ID=14, Group=L3O, Missing Modalities=T1CE, FLAIR, CBV2026.06 | 1.4 | |
| ComposerScenario ID=2, Group=L1O, Missing Modalities=T1CE2026.06 | 1.41 | |
| ST-MoMEScenario ID=2, Group=L1O, Missing Modalities=T1CE2026.06 | 1.41 | |
| ST-MoMEScenario ID=7, Group=L2O, Missing Modalities=T1, CBV2026.06 | 1.42 | |
| ComposerScenario ID=15, Group=L3O, Missing Modalities=T1CE, CBV, ADC2026.06 | 1.42 | |
| ShaSpecScenario ID=15, Group=L3O, Missing Modalities=T1CE, CBV, ADC2026.06 | 1.42 | |
| ST-MoMEScenario ID=15, Group=L3O, Missing Modalities=T1CE, CBV, ADC2026.06 | 1.42 | |
| ComposerScenario ID=13, Group=L3O, Missing Modalities=T1CE, T2, CBV2026.06 | 1.43 | |
| ComposerScenario ID=8, Group=L2O, Missing Modalities=T1CE, CBV2026.06 | 1.44 | |
| ST-MoMEScenario ID=8, Group=L2O, Missing Modalities=T1CE, CBV2026.06 | 1.44 | |
| ST-MoMEScenario ID=14, Group=L3O, Missing Modalities=T1CE, FLAIR, CBV2026.06 | 1.46 | |
| ShaSpecScenario ID=13, Group=L3O, Missing Modalities=T1CE, T2, CBV2026.06 | 1.48 | |
| ST-MoMEScenario ID=13, Group=L3O, Missing Modalities=T1CE, T2, CBV2026.06 | 1.48 | |
| ShaSpecScenario ID=14, Group=L3O, Missing Modalities=T1CE, FLAIR, CBV2026.06 | 1.5 | |
| ComposerScenario ID=12, Group=L3O, Missing Modalities=T1, T1CE, CBV2026.06 | 1.53 | |
| ComposerScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 1.54 | |
| ComposerScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 1.55 | |
| ST-MoMEScenario ID=12, Group=L3O, Missing Modalities=T1, T1CE, CBV2026.06 | 1.56 | |
| ShaSpecScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 1.57 | |
| ComposerScenario ID=Average, Group=Average2026.06 | 1.65 | |
| HeMISScenario ID=11, Group=L2O, Missing Modalities=CBV, ADC2026.06 | 1.67 | |
| HeMISScenario ID=5, Group=L1O, Missing Modalities=CBV2026.06 | 1.7 | |
| HeMISScenario ID=6, Group=L1O, Missing Modalities=ADC2026.06 | 1.7 | |
| HeMISScenario ID=9, Group=L2O, Missing Modalities=T2, CBV2026.06 | 1.7 | |
| HeMISScenario ID=10, Group=L2O, Missing Modalities=FLAIR, CBV2026.06 | 1.7 | |
| ShaSpecScenario ID=12, Group=L3O, Missing Modalities=T1, T1CE, CBV2026.06 | 1.7 | |
| HeMISScenario ID=7, Group=L2O, Missing Modalities=T1, CBV2026.06 | 1.71 | |
| HeMISScenario ID=3, Group=L1O, Missing Modalities=T22026.06 | 1.72 | |
| HeMISScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 1.73 | |
| HeMISScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 1.73 | |
| HeMISScenario ID=4, Group=L1O, Missing Modalities=FLAIR2026.06 | 1.74 | |
| ShaSpecScenario ID=Average, Group=Average2026.06 | 1.75 | |
| HeMISScenario ID=Average, Group=Average2026.06 | 1.76 | |
| HeMISScenario ID=15, Group=L3O, Missing Modalities=T1CE, CBV, ADC2026.06 | 1.78 | |
| ShaSpecScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 1.81 | |
| HeMISScenario ID=8, Group=L2O, Missing Modalities=T1CE, CBV2026.06 | 1.85 | |
| HeMISScenario ID=14, Group=L3O, Missing Modalities=T1CE, FLAIR, CBV2026.06 | 1.85 | |
| HeMISScenario ID=2, Group=L1O, Missing Modalities=T1CE2026.06 | 1.86 | |
| HeMISScenario ID=13, Group=L3O, Missing Modalities=T1CE, T2, CBV2026.06 | 1.86 | |
| HeMISScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 1.9 | |
| HeMISScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 1.9 | |
| HeMISScenario ID=12, Group=L3O, Missing Modalities=T1, T1CE, CBV2026.06 | 1.92 | |
| HeMISScenario ID=Average, Group=Average2026.06 | 2 | |
| Zero-ConcatScenario ID=Average, Group=Average2026.06 | 2.17 | |
| Zero-ConcatScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 2.18 | |
| Zero-ConcatScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 2.18 | |
| Zero-ConcatScenario ID=3, Group=L1O, Missing Modalities=T22026.06 | 2.63 | |
| Zero-ConcatScenario ID=7, Group=L2O, Missing Modalities=T1, CBV2026.06 | 2.63 | |
| Zero-ConcatScenario ID=5, Group=L1O, Missing Modalities=CBV2026.06 | 2.64 | |
| Zero-ConcatScenario ID=10, Group=L2O, Missing Modalities=FLAIR, CBV2026.06 | 2.64 | |
| Zero-ConcatScenario ID=12, Group=L3O, Missing Modalities=T1, T1CE, CBV2026.06 | 2.64 | |
| Zero-ConcatScenario ID=1, Group=L1O, Missing Modalities=T12026.06 | 2.65 | |
| Zero-ConcatScenario ID=2, Group=L1O, Missing Modalities=T1CE2026.06 | 2.65 | |
| Zero-ConcatScenario ID=4, Group=L1O, Missing Modalities=FLAIR2026.06 | 2.65 | |
| Zero-ConcatScenario ID=6, Group=L1O, Missing Modalities=ADC2026.06 | 2.65 | |
| Zero-ConcatScenario ID=8, Group=L2O, Missing Modalities=T1CE, CBV2026.06 | 2.65 | |
| Zero-ConcatScenario ID=9, Group=L2O, Missing Modalities=T2, CBV2026.06 | 2.65 | |
| Zero-ConcatScenario ID=11, Group=L2O, Missing Modalities=CBV, ADC2026.06 | 2.65 | |
| Zero-ConcatScenario ID=14, Group=L3O, Missing Modalities=T1CE, FLAIR, CBV2026.06 | 2.65 | |
| Zero-ConcatScenario ID=15, Group=L3O, Missing Modalities=T1CE, CBV, ADC2026.06 | 2.65 | |
| Zero-ConcatScenario ID=16, Group=Full, Missing Modalities=None2026.06 | 2.65 | |
| Zero-ConcatScenario ID=Average, Group=Average2026.06 | 2.65 | |
| Zero-ConcatScenario ID=13, Group=L3O, Missing Modalities=T1CE, T2, CBV2026.06 | 2.66 |