# Few-Shot 3D Volumetric Segmentation on CHAOS-MRI Setting 2 Source: [Few-Shot 3D Volumetric Segmentation on CHAOS-MRI Setting 2]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:57.980Z Evaluation of few-shot 3D volumetric segmentation performance on the CHAOS-MRI Setting 2 dataset, reporting region-specific Dice Scores for the Liver, Spleen, and Kidneys. 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) | CHAOS-MRI Setting 2 | | Metric | Dice (Kidney L) | | 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 (Kidney L)](): Higher is better; unit: PERCENT. - [Dice (Kidney R)](): Higher is better; unit: PERCENT. - [Dice (Spleen)](): Higher is better; unit: PERCENT. - [Dice (Liver)](): Higher is better; unit: PERCENT. - [Average Dice Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Dice (Kidney L) | Result date | Report paper | | --- | --- | --- | --- | | MSFSeg | 87.7 | Not recorded | 68fa74a41e209131cea62def | | MSFSeg | 82.83 | Not recorded | 68fa74a41e209131cea62def | | RPT | 78.33 | Not recorded | 68fa74a41e209131cea62def | | SRCL | 77.07 | Not recorded | 68fa74a41e209131cea62def | | CAT | 74.92 | Not recorded | 68fa74a41e209131cea62def | | CRAPNet | 74.66 | Not recorded | 68fa74a41e209131cea62def | | SSL-ALPNet | 73.63 | Not recorded | 68fa74a41e209131cea62def | | SSL-RPNet | 71.46 | Not recorded | 68fa74a41e209131cea62def | | SE-Net | 62.11 | Not recorded | 68fa74a41e209131cea62def | | Vanilla PANet | 53.45 | Not recorded | 68fa74a41e209131cea62def | | ALPNet | 53.21 | Not recorded | 68fa74a41e209131cea62def | | SSL-PANet | 47.71 | Not recorded | 68fa74a41e209131cea62def | | ALPNet-init | 19.28 | Not recorded | 68fa74a41e209131cea62def | ### MSFSeg Dice (Kidney L): 87.7. Result ID: 699352bc3a6c314849152e9a. [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 (Kidney L): 82.83. Result ID: 699352bc3a6c314849152e99. [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 (Kidney L): 78.33. Result ID: 699352bc3a6c314849152e97. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SRCL Dice (Kidney L): 77.07. Result ID: 699352bc3a6c314849152e98. [Reporting paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### CAT Dice (Kidney L): 74.92. Result ID: 699352bc3a6c314849152e92. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. ### CRAPNet Dice (Kidney L): 74.66. Result ID: 699352bc3a6c314849152e96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SSL-ALPNet Dice (Kidney L): 73.63. Result ID: 699352bc3a6c314849152e94. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SSL-RPNet Dice (Kidney L): 71.46. Result ID: 699352bc3a6c314849152e95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### SE-Net Dice (Kidney L): 62.11. Result ID: 699352bc3a6c314849152e8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. ### Vanilla PANet Dice (Kidney L): 53.45. Result ID: 699352bc3a6c314849152e90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. ### ALPNet Dice (Kidney L): 53.21. Result ID: 699352bc3a6c314849152e91. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":false}. This record does not assert independent reproduction. ### SSL-PANet Dice (Kidney L): 47.71. Result ID: 699352bc3a6c314849152e93. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Super-pixel or -voxel":true}. This record does not assert independent reproduction. ### ALPNet-init Dice (Kidney L): 19.28. Result ID: 699352bc3a6c314849152e8e. [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.