Abdominal Organ Segmentation on FLARE 22 (test)
70.4Mean DiceCLIPSeg + Temporal
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CLIPSeg + TemporalTraining Supervision=30 labeled volumes2026.04 | 70.4 | — | — | — | — | — | |
| CLIPSeg BaselineTraining Supervision=30 labeled volumes2026.04 | 49.7 | — | — | — | — | — | |
| FEFormer2026.05 | 0.9502 | 1.4 | 0.9865 | 0.9725 | 0.9842 | 0.8574 | |
| VSmTrans2026.05 | 0.9434 | 1.57 | 0.9846 | 0.9655 | 0.9825 | 0.841 | |
| Att U-Net2026.05 | 0.9432 | 1.53 | 0.9855 | 0.9655 | 0.9828 | 0.8391 | |
| TransHRNet2026.05 | 0.9431 | 1.55 | 0.9842 | 0.9648 | 0.981 | 0.8424 | |
| nnU-Net2026.05 | 0.943 | 1.54 | 0.9854 | 0.9662 | 0.9827 | 0.8376 | |
| MedNeXt2026.05 | 0.9419 | 1.61 | 0.9845 | 0.9652 | 0.9826 | 0.8353 | |
| MixUNETR2026.05 | 0.9409 | 1.63 | 0.984 | 0.9655 | 0.9813 | 0.833 | |
| TransBTS2026.05 | 0.9405 | 1.6 | 0.9847 | 0.9646 | 0.9826 | 0.83 | |
| nnFormer2026.05 | 0.9395 | 1.95 | 0.9832 | 0.9608 | 0.9802 | 0.8338 | |
| UX Net2026.05 | 0.9392 | 1.69 | 0.9842 | 0.965 | 0.9821 | 0.8259 | |
| Swin UNETR2026.05 | 0.938 | 1.7 | 0.9837 | 0.9651 | 0.9801 | 0.8233 | |
| V-Net2026.05 | 0.9369 | 1.81 | 0.9826 | 0.9618 | 0.98 | 0.8234 | |
| SegFormer2026.05 | 0.9277 | 2.22 | 0.9793 | 0.9537 | 0.9731 | 0.8045 | |
| UNETR2026.05 | 0.9254 | 2.27 | 0.9797 | 0.9608 | 0.9719 | 0.7893 |