Medical Image Segmentation on BTMRI (Source)
88.03DSCMedCLIPSeg
Evaluation results
| Method | Links | |
|---|---|---|
| MedCLIPSegdomain=source2026.02 | 88.03 | |
| CLIPSegdomain=source2026.02 | 86.33 | |
| nnUNetV2Model Type=Specialized2026.03 | 86.32 | |
| C2PModel Type=Universal, Backbone=ConvNeXt-B, Resolution=384x3842026.03 | 85.73 | |
| SR-ICLModel Type=Universal2026.03 | 85.37 | |
| SANdomain=source2026.02 | 85.27 | |
| RWKV-UNetModel Type=Specialized2026.03 | 85.15 | |
| MaPLe + Decoderdomain=source2026.02 | 85.08 | |
| VLSM-Adapterdomain=source2026.02 | 85.03 | |
| CAT-Segdomain=source2026.02 | 84.86 | |
| Swin-UMambaModel Type=Specialized2026.03 | 84.8 | |
| AURA-NetModel Type=Specialized2026.03 | 84.75 | |
| MEGANetModel Type=Specialized2026.03 | 84.73 | |
| SpiderModel Type=Universal2026.03 | 84.66 | |
| LGMSNetModel Type=Specialized2026.03 | 83.63 | |
| UTANetModel Type=Specialized2026.03 | 83.57 | |
| CausalCLIPSegdomain=source2026.02 | 81.71 | |
| LViTdomain=source2026.02 | 81.41 | |
| UNetModel Type=Specialized2026.03 | 80.92 | |
| TycheModel Type=Universal2026.03 | 79.34 | |
| ZegCLIPdomain=source2026.02 | 76.65 | |
| MaPLedomain=source2026.02 | 75.4 | |
| DenseCLIPdomain=source2026.02 | 70.3 | |
| UniverSegModel Type=Universal2026.03 | 63.37 |