# Few-Shot 3D Volumetric Segmentation on Abdomen-CT Setting 1 Source: [Few-Shot 3D Volumetric Segmentation on Abdomen-CT Setting 1]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:58.011Z Evaluation of few-shot 3D volumetric segmentation performance on the Abdomen-CT Setting 1 dataset, reporting region-specific Dice scores (LK, RK, Spleen, Liver) and the average score. 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 | Few-Shot 3D Volumetric Segmentation | | Dataset (including any stated split) | Abdomen-CT Setting 1 | | Metric | Dice (LK) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Dice (LK)](): Higher is better; unit: PERCENT. - [Dice (RK)](): Higher is better; unit: PERCENT. - [Dice (Spleen)](): Higher is better; unit: PERCENT. - [Dice (Liver)](): Higher is better; unit: PERCENT. - [mDice](): Higher is better; unit: PERCENT. ## Recorded results | Method | Dice (LK) | Result date | Report paper | | --- | --- | --- | --- | | MSFSeg | 87.22 | Not recorded | 68fa74a41e209131cea62def | | MSFSeg | 81.11 | Not recorded | 68fa74a41e209131cea62def | | RPT | 77.05 | Not recorded | 68fa74a41e209131cea62def | | CRAPNet | 74.69 | Not recorded | 68fa74a41e209131cea62def | | SSL-ALPNet | 72.36 | Not recorded | 68fa74a41e209131cea62def | | SSL-PANet | 56.52 | Not recorded | 68fa74a41e209131cea62def | | ALPNet | 29.12 | Not recorded | 68fa74a41e209131cea62def | | SE-Net | 24.42 | Not recorded | 68fa74a41e209131cea62def | | Vanilla PANet | 20.67 | Not recorded | 68fa74a41e209131cea62def | ### MSFSeg Dice (LK): 87.22. Result ID: 699352bc3a6c314849152e74. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false,"Shots":5,"Input":"5 slices"}. This record does not assert independent reproduction. ### MSFSeg Dice (LK): 81.11. Result ID: 699352bc3a6c314849152e73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false,"Shots":1,"Input":"1 slice"}. This record does not assert independent reproduction. ### RPT Dice (LK): 77.05. Result ID: 699352bc3a6c314849152e72. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### CRAPNet Dice (LK): 74.69. Result ID: 699352bc3a6c314849152e71. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SSL-ALPNet Dice (LK): 72.36. Result ID: 699352bc3a6c314849152e70. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SSL-PANet Dice (LK): 56.52. Result ID: 699352bc3a6c314849152e6f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### ALPNet Dice (LK): 29.12. Result ID: 699352bc3a6c314849152e6e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. ### SE-Net Dice (LK): 24.42. Result ID: 699352bc3a6c314849152e6c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. ### Vanilla PANet Dice (LK): 20.67. Result ID: 699352bc3a6c314849152e6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.