# Few-Shot 3D Volumetric Segmentation on Abdomen-CT Setting 2 Source: [Few-Shot 3D Volumetric Segmentation on Abdomen-CT Setting 2]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:58.027Z Evaluation of few-shot 3D volumetric segmentation performance on the Abdomen-CT Setting 2 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 2 | | Metric | Dice (LK) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 | 85.73 | Not recorded | 68fa74a41e209131cea62def | | MSFSeg | 79.24 | Not recorded | 68fa74a41e209131cea62def | | RPT | 72.99 | Not recorded | 68fa74a41e209131cea62def | | CRAPNet | 70.91 | Not recorded | 68fa74a41e209131cea62def | | SRCL | 67.39 | Not recorded | 68fa74a41e209131cea62def | | SSL-RPNet | 65.14 | Not recorded | 68fa74a41e209131cea62def | | CAT-Net | 63.36 | Not recorded | 68fa74a41e209131cea62def | | SSL-ALPNet | 63.34 | Not recorded | 68fa74a41e209131cea62def | | SSL-PANet | 37.58 | Not recorded | 68fa74a41e209131cea62def | | ALPNet | 34.96 | Not recorded | 68fa74a41e209131cea62def | | SE-Net | 32.83 | Not recorded | 68fa74a41e209131cea62def | | Vanilla PANet | 32.34 | Not recorded | 68fa74a41e209131cea62def | | ALPNet-init | 13.9 | Not recorded | 68fa74a41e209131cea62def | ### MSFSeg Dice (LK): 85.73. Result ID: 699352bc3a6c314849152e8d. [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): 79.24. Result ID: 699352bc3a6c314849152e8c. [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): 72.99. Result ID: 699352bc3a6c314849152e8a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### CRAPNet Dice (LK): 70.91. Result ID: 699352bc3a6c314849152e89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SRCL Dice (LK): 67.39. Result ID: 699352bc3a6c314849152e8b. [Reporting paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SSL-RPNet Dice (LK): 65.14. Result ID: 699352bc3a6c314849152e88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### CAT-Net Dice (LK): 63.36. Result ID: 699352bc3a6c314849152e85. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SSL-ALPNet Dice (LK): 63.34. Result ID: 699352bc3a6c314849152e87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SSL-PANet Dice (LK): 37.58. Result ID: 699352bc3a6c314849152e86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### ALPNet Dice (LK): 34.96. Result ID: 699352bc3a6c314849152e84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. ### SE-Net Dice (LK): 32.83. Result ID: 699352bc3a6c314849152e82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. ### Vanilla PANet Dice (LK): 32.34. Result ID: 699352bc3a6c314849152e83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. ### ALPNet-init Dice (LK): 13.9. Result ID: 699352bc3a6c314849152e81. [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.