3D Brain Lesion Segmentation on S1 Sequence (BRATS-Decathlon, ATLAS, MSSEG, ISLES, WMH)
67.62Average ScoreJoint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JointType=Upper Bound (UB)2026.01 | 67.62 | — | — | |
| CLMU-Netbeta=10, Components=ILI, Category=Buffer-based CL2026.01 | 63.31 | 63.24 | -11.08 | |
| CLMU-Netbeta=10, Components=ILI+DCTG, Category=Buffer-based CL2026.01 | 63.15 | 64.4 | -9.83 | |
| CumulativeType=Upper Bound (UB)2026.01 | 62.37 | 67.4 | -1.6 | |
| CLMU-Netbeta=10, Components=DCTG, Category=Buffer-based CL2026.01 | 61.25 | 61.89 | -10.44 | |
| BrainCLCategory=Buffer-free CL2026.01 | 54.31 | 56.46 | -16.46 | |
| ERbeta=10, Category=Buffer-based CL2026.01 | 49.56 | 58.57 | -18.18 | |
| GEMbeta=10, Category=Buffer-based CL2026.01 | 45.24 | 54 | -24.09 | |
| RCLPbeta=10, Category=Buffer-based CL2026.01 | 43.91 | 55.68 | -22.23 | |
| SICategory=Buffer-free CL2026.01 | 43.27 | 51.69 | -25.07 | |
| MASCategory=Buffer-free CL2026.01 | 37.67 | 50.28 | -4.76 | |
| TEDCategory=Buffer-free CL2026.01 | 31.49 | 44.08 | -40.86 | |
| LwFCategory=Buffer-free CL2026.01 | 29.97 | 41.18 | -45.15 | |
| GDumbbeta=10, Category=Buffer-based CL2026.01 | 29.42 | 36.14 | -3.74 | |
| MiBCategory=Buffer-free CL2026.01 | 26.89 | 41.8 | -45.06 | |
| EWCCategory=Buffer-free CL2026.01 | 26.48 | 39.04 | -45.3 | |
| MIRbeta=10, Category=Buffer-based CL2026.01 | 19.19 | 36.12 | -51.02 | |
| LFLCategory=Buffer-free CL2026.01 | 18.3 | 30.1 | -53.53 | |
| FromScratchTrainingType=Lower Bound (LB)2026.01 | 16.98 | 31.53 | -57.03 | |
| NaiveType=Lower Bound (LB)2026.01 | 15.73 | 33.64 | -54.14 |