Six-class anatomical-region classification on Mayo 2020 (test)
55.66F1 ScoreNDCT target
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NDCT targetClassifier Backbone=ResNet502026.07 | 55.66 | 55.15 | 85.79 | |
| NDCT targetClassifier Backbone=MambaOut-Tiny2026.07 | 55.11 | 56.29 | 87.01 | |
| ProSAC-CTClassifier Backbone=ResNet502026.07 | 53.58 | 53.49 | 84.42 | |
| CoreDiffClassifier Backbone=ResNet502026.07 | 52.01 | 51.38 | 82.44 | |
| ProSAC-CTClassifier Backbone=MambaOut-Tiny2026.07 | 51.88 | 56.11 | 86.26 | |
| DU-GANClassifier Backbone=ResNet502026.07 | 50.99 | 52.65 | 84.31 | |
| NDCT targetClassifier Backbone=Swin-Tiny2026.07 | 50.88 | 55.43 | 85.68 | |
| LDCT inputClassifier Backbone=MambaOut-Tiny2026.07 | 50.86 | 49.49 | 85.04 | |
| ResShiftClassifier Backbone=ResNet502026.07 | 49.9 | 50.61 | 81.59 | |
| CoreDiffClassifier Backbone=MambaOut-Tiny2026.07 | 49.6 | 54.97 | 83.17 | |
| I2SBClassifier Backbone=ResNet502026.07 | 49.1 | 47.59 | 82.26 | |
| RDDMClassifier Backbone=ResNet502026.07 | 48.88 | 51.11 | 80.4 | |
| ProSAC-CTClassifier Backbone=Swin-Tiny2026.07 | 48.75 | 54.26 | 84.22 | |
| LDCT inputClassifier Backbone=ResNet502026.07 | 48.4 | 47.2 | 83.18 | |
| DU-GANClassifier Backbone=MambaOut-Tiny2026.07 | 48.03 | 51.17 | 84.38 | |
| ResShiftClassifier Backbone=MambaOut-Tiny2026.07 | 47.87 | 55.36 | 83.56 | |
| RDDMClassifier Backbone=MambaOut-Tiny2026.07 | 47.8 | 55.12 | 82.81 | |
| CoreDiffClassifier Backbone=Swin-Tiny2026.07 | 47.74 | 50.27 | 82.92 | |
| CTformerClassifier Backbone=ResNet502026.07 | 47.27 | 50.13 | 81.04 | |
| RDDMClassifier Backbone=Swin-Tiny2026.07 | 45.57 | 50.02 | 81.73 | |
| DU-GANClassifier Backbone=Swin-Tiny2026.07 | 45.09 | 49.24 | 83.25 | |
| ResShiftClassifier Backbone=Swin-Tiny2026.07 | 43.65 | 53.13 | 81.16 | |
| AMIRClassifier Backbone=ResNet502026.07 | 41.68 | 48.37 | 82.62 | |
| CTformerClassifier Backbone=MambaOut-Tiny2026.07 | 41.07 | 50.46 | 81.35 | |
| AMIRClassifier Backbone=MambaOut-Tiny2026.07 | 40.9 | 49.03 | 83.84 | |
| CTformerClassifier Backbone=Swin-Tiny2026.07 | 40.08 | 42.84 | 79.04 | |
| UNADClassifier Backbone=Swin-Tiny2026.07 | 39.16 | 47.34 | 83.86 | |
| I2SBClassifier Backbone=Swin-Tiny2026.07 | 39.16 | 47.34 | 81.86 | |
| UNADClassifier Backbone=ResNet502026.07 | 39.1 | 45.59 | 81.26 | |
| AMIRClassifier Backbone=Swin-Tiny2026.07 | 39.03 | 49.27 | 83.19 | |
| UNADClassifier Backbone=MambaOut-Tiny2026.07 | 39.03 | 48.28 | 84.06 | |
| I2SBClassifier Backbone=MambaOut-Tiny2026.07 | 39.03 | 48.28 | 83.06 | |
| LDCT inputClassifier Backbone=Swin-Tiny2026.07 | 38.54 | 42.51 | 80.33 | |
| RED-CNNClassifier Backbone=ResNet502026.07 | 37.56 | 44.75 | 81.17 | |
| RED-CNNClassifier Backbone=MambaOut-Tiny2026.07 | 35.08 | 47.16 | 83.89 | |
| RED-CNNClassifier Backbone=Swin-Tiny2026.07 | 32.99 | 42.86 | 80.6 |