# Semantic Segmentation on MM-WHS CT to MRI adaptation Source: [Semantic Segmentation on MM-WHS CT to MRI adaptation]() Collection index: [llms.txt]() Data updated: 2026-06-23T09:07:44.036Z Evaluation of Semantic Segmentation performance on the MMWHS dataset, specifically focusing on the cross-modality adaptation from CT input to MRI targets, reporting structure-specific scores (AA, LA, LV, Myo, OOD). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Semantic Segmentation | | Dataset (including any stated split) | MM-WHS CT to MRI adaptation | | Metric | AA Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [AA Score](): Higher is better; unit: PERCENT. - [LA Score](): Higher is better; unit: PERCENT. - [LV Score](): Higher is better; unit: PERCENT. - [Myo Score](): Higher is better; unit: PERCENT. - [OOD Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | AA Score | Result date | Report paper | | --- | --- | --- | --- | | ADualVUOT | 76.7 | Not recorded | 6a3a1344206542251d7c71e4 | | DualVUOT | 74.4 | Not recorded | 6a3a1344206542251d7c71e4 | | VUGW | 72.3 | Not recorded | 6a3a1344206542251d7c71e4 | | PUFT | 69.3 | Not recorded | 6a3a1344206542251d7c71e4 | | JUMBOT | 60.2 | Not recorded | 6a3a1344206542251d7c71e4 | | NoAdaptation | 2 | Not recorded | 6a3a1344206542251d7c71e4 | ### ADualVUOT AA Score: 76.7. Result ID: 6a3a4ccefbc373592c356f12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DualVUOT AA Score: 74.4. Result ID: 6a3a4ccefbc373592c356f13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VUGW AA Score: 72.3. Result ID: 6a3a4ccefbc373592c356f14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PUFT AA Score: 69.3. Result ID: 6a3a4ccefbc373592c356f15. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### JUMBOT AA Score: 60.2. Result ID: 6a3a4ccefbc373592c356f16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NoAdaptation AA Score: 2. Result ID: 6a3a4ccefbc373592c356f17. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.