Multi-organ CT segmentation on Synapse (20% labeled)
68.84Dice ScoreMagicNet + VCDP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MagicNet + VCDPbaseline=MagicNet2026.07 | 68.84 | 79.65 | 9.67 | |
| CPS + VCDPbaseline=CPS2026.07 | 67.51 | 78.06 | 9.35 | |
| CPSbaseline=CPS2026.07 | 66.26 | 75.48 | 13.41 | |
| MagicNetbaseline=MagicNet2026.07 | 65.86 | 78.6 | 1.64 | |
| GenSSL + VCDPbaseline=GenSSL2026.07 | 63.74 | 74.93 | 5.86 | |
| GenSSLbaseline=GenSSL2026.07 | 57.28 | 70.73 | 7.69 | |
| DCMamba + VCDPbaseline=DCMamba2026.07 | 55.5 | 63.07 | 13.76 | |
| SS-Net + VCDPbaseline=SS-Net2026.07 | 51.68 | 58.13 | 36.14 | |
| DHC + VCDPbaseline=DHC2026.07 | 50.64 | 66.47 | 18.16 | |
| SS-Netbaseline=SS-Net2026.07 | 49.22 | 55.62 | 40.31 | |
| DHCbaseline=DHC2026.07 | 47.03 | 54.9 | 18.82 | |
| DCMambabaseline=DCMamba2026.07 | 45.82 | 49.15 | 17.7 | |
| Adsh + VCDPbaseline=Adsh2026.07 | 39.44 | 48.28 | 45.63 | |
| Adshbaseline=Adsh2026.07 | 32.48 | 40.06 | 53.19 |