Vessel Segmentation on CFP OOD (test)
0.7609DiceTubeMLLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TubeMLLMtopology-centric tasks (T-T)=true2026.03 | 0.7609 | 0.8059 | 8.58 | 18.99 | |
| TubeMLLMtopology-centric tasks (T-T)=false2026.03 | 0.7573 | 0.8043 | 8.47 | 26.57 | |
| nnUNet w/ clDice2026.03 | 0.7519 | 0.7983 | 25.98 | 27.62 | |
| nnUNet w/ cbDice2026.03 | 0.7494 | 0.7934 | 25.46 | 30.11 | |
| nnUNet w/ SR2026.03 | 0.7476 | 0.7968 | 34.49 | 30.52 | |
| nnUNet2026.03 | 0.7444 | 0.7848 | 37.42 | 36.56 | |
| nnUNet w/ CAL2026.03 | 0.7263 | 0.7785 | 56.91 | 29.79 | |
| FR-UNet2026.03 | 0.7159 | 0.7676 | 40.13 | 27.94 | |
| AFN2026.03 | 0.6035 | 0.5962 | 24.29 | 34.65 | |
| Bagel2026.03 | 0.3068 | 0.3801 | 307.14 | 178.09 | |
| MedicalSAM32026.03 | 0.1214 | 0.1046 | 10.33 | 30.74 | |
| SAM32026.03 | 0.0033 | 0.0027 | 11.08 | 29.11 |