Enhancing Tumour Segmentation on BraTS 2018 (test)
79.33Dice ScoreLCKD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LCKDmodalities=Fl, T1, T1c, T22023.10 | 79.33 | — | |
| LCKDmodalities=Fl, T1c, T22023.10 | 78.75 | — | |
| LCKDmodalities=T22023.10 | 77.78 | — | |
| mmFmmodalities=Fl, T1, T1c, T22023.10 | 77.61 | — | |
| LCKDmodalities=T12023.10 | 77.6 | — | |
| LCKDmodalities=T1, T22023.10 | 77.48 | — | |
| LCKDmodalities=T1, T1c2023.10 | 76.09 | — | |
| LCKDmodalities=Fl, T1c2023.10 | 76.01 | — | |
| mmFmmodalities=T1, T22023.10 | 75.67 | — | |
| LCKDmodalities=T1, T1c, T22023.10 | 75.65 | — | |
| mmFmmodalities=T22023.10 | 75.47 | — | |
| mmFmmodalities=Fl, T1c, T22023.10 | 75.07 | — | |
| mmFmmodalities=T12023.10 | 74.75 | — | |
| mmFmmodalities=Fl, T1c2023.10 | 74.51 | — | |
| mmFmmodalities=T1, T1c2023.10 | 74.04 | — | |
| mmFmmodalities=T1, T1c, T22023.10 | 72.6 | — | |
| RSegmodalities=Fl, T1, T1c, T22023.10 | 71.13 | — | |
| RSegmodalities=T1, T22023.10 | 70.88 | — | |
| RSegmodalities=T22023.10 | 70.78 | — | |
| RSegmodalities=Fl, T1c, T22023.10 | 70.3 | — | |
| HMISmodalities=Fl, T1, T1c, T22023.10 | 70.24 | — | |
| RSegmodalities=T12023.10 | 70.1 | — | |
| HMISmodalities=T12023.10 | 69.92 | — | |
| RSegmodalities=Fl, T1c2023.10 | 69.71 | — | |
| RSegmodalities=T1, T1c2023.10 | 69.06 | — | |
| HVEDmodalities=Fl, T1, T1c, T22023.10 | 69.03 | — | |
| HVEDmodalities=T1, T22023.10 | 68.93 | — | |
| HMISmodalities=T1, T22023.10 | 68.72 | — | |
| HVEDmodalities=T22023.10 | 68.6 | — | |
| HMISmodalities=T22023.10 | 68.54 | — | |
| HVEDmodalities=Fl, T1c, T22023.10 | 68.36 | — | |
| HMISmodalities=Fl, T1c2023.10 | 67.83 | — | |
| HVEDmodalities=Fl, T1c2023.10 | 67.83 | — | |
| HVEDmodalities=T12023.10 | 67.75 | — | |
| RSegmodalities=T1, T1c, T22023.10 | 67.07 | — | |
| HMISmodalities=T1, T1c2023.10 | 66.22 | — | |
| HMISmodalities=Fl, T1c, T22023.10 | 66.1 | — | |
| AdaMM2025.09 | 63.75 | 15.06 | |
| AdaMMLGRM=false2025.09 | 62.17 | 13.64 | |
| HMISmodalities=T1, T1c, T22023.10 | 62.02 | — | |
| AdaMMBBDM=false2025.09 | 61.52 | 16.09 | |
| HVEDmodalities=T1, T1c2023.10 | 61.11 | — | |
| AdaMMGARM=false2025.09 | 59.75 | 15.73 | |
| M2FTrans2025.09 | 58.13 | 16.62 | |
| SMUNet2025.09 | 58.07 | 15.76 | |
| HVEDmodalities=T1, T1c, T22023.10 | 57.64 | — | |
| ACN2025.09 | 57.08 | 15.67 | |
| MSTKDNet2025.09 | 56.57 | 18.88 | |
| MMCformer2025.09 | 56.36 | 14.05 | |
| mmFormer2025.09 | 55.15 | 15.83 | |
| MriSeg2025.09 | 52 | 18.78 | |
| LCKDmodalities=Fl, T12023.10 | 50.09 | — | |
| LCKDmodalities=Fl, T22023.10 | 49.96 | — | |
| LCKD2025.09 | 49.6 | 6.28 | |
| LCKDmodalities=Fl, T1, T1c2023.10 | 49.01 | — | |
| LCKDmodalities=T1c, T22023.10 | 48.3 | — | |
| ShaSpec2025.09 | 48.29 | 15.36 | |
| mmFmmodalities=Fl, T22023.10 | 47.7 | — | |
| mmFmmodalities=Fl, T1, T1c2023.10 | 47.52 | — | |
| SRMNet2025.09 | 47.49 | 12.74 | |
| LCKDmodalities=Fl, T1, T22023.10 | 47.19 | — | |
| RFNet2025.09 | 46.54 | 16.98 | |
| MouseGAN++2025.09 | 46.19 | 9.18 | |
| Hyper-GAE2025.09 | 45.94 | 9.33 | |
| LCKDmodalities=T1c2023.10 | 45.48 | — | |
| RMBTS2025.09 | 45 | 12.41 | |
| mmFmmodalities=Fl, T12023.10 | 44.99 | — | |
| LCKDmodalities=Fl2023.10 | 43.22 | — | |
| mmFmmodalities=Fl, T1, T22023.10 | 43.05 | — | |
| mmFmmodalities=T1c, T22023.10 | 42.96 | — | |
| XLSTM-HVED2025.09 | 41.62 | 19.49 | |
| RA-HVED2025.09 | 41.47 | 5.33 | |
| mmFmmodalities=T1c2023.10 | 39.33 | — | |
| RSegmodalities=Fl, T22023.10 | 36.41 | — | |
| RSegmodalities=Fl, T1, T1c2023.10 | 33.84 | — | |
| mmFmmodalities=Fl2023.10 | 32.53 | — | |
| HMISmodalities=Fl, T12023.10 | 32.39 | — | |
| HVEDmodalities=Fl, T22023.10 | 32.34 | — | |
| HVEDmodalities=Fl, T1, T1c2023.10 | 32.31 | — | |
| RSegmodalities=T1c, T22023.10 | 32.13 | — | |
| RSegmodalities=Fl, T12023.10 | 32.01 | — | |
| HMISmodalities=Fl, T22023.10 | 31.07 | — | |
| HMISmodalities=Fl, T1, T1c2023.10 | 30.22 | — | |
| RSegmodalities=Fl, T1, T22023.10 | 28.97 | — | |
| HVEDmodalities=T1c, T22023.10 | 27.96 | — | |
| RSegmodalities=T1c2023.10 | 25.69 | — | |
| HMISmodalities=Fl, T1, T22023.10 | 25.63 | — | |
| HVEDmodalities=Fl, T12023.10 | 24.29 | — | |
| HVEDmodalities=T1c2023.10 | 23.8 | — | |
| HVEDmodalities=Fl, T1, T22023.10 | 22.82 | — | |
| RSegmodalities=Fl2023.10 | 17.29 | — | |
| HMISmodalities=T1c2023.10 | 11.78 | — | |
| HMISmodalities=T1c, T22023.10 | 10.71 | — | |
| HMISmodalities=Fl2023.10 | 10.16 | — | |
| HVEDmodalities=Fl2023.10 | 8.6 | — |