IVUS Segmentation on IVUS vessel boundary segmentation (5-fold cross-validation)
93.4Dice ScoreGeoCat
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GeoCatTemporal Context=true2026.06 | 93.4 | 87.5 | 0.143 | 0.049 | 1 | |
| POST-IVUSTemporal Context=true2026.06 | 91.9 | 84.9 | 0.168 | 0.051 | 1.97 | |
| POLYCORETemporal Context=false2026.06 | 90.4 | 83.2 | 0.195 | 0.065 | 2.56 | |
| Geo-UNetTemporal Context=false2026.06 | 89.5 | 82.3 | 0.216 | 0.076 | 3.82 | |
| ConvNeXtTemporal Context=false2026.06 | 88.9 | 80 | 0.205 | 0.072 | 3.29 | |
| DeepLabV3+Temporal Context=false2026.06 | 87.4 | 77.6 | 0.246 | 0.085 | 4.15 | |
| UNet++Temporal Context=false2026.06 | 84.6 | 73.3 | 0.285 | 0.095 | 4.92 | |
| U-NetTemporal Context=false2026.06 | 83.5 | 71.7 | 0.304 | 0.102 | 5.72 |