# Cancer Lesion Segmentation on Lymphoma Source: [Cancer Lesion Segmentation on Lymphoma]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:22.156Z Evaluation of cancer lesion segmentation performance on the Lymphoma dataset, typically reporting Dice Similarity Coefficient (DSC) and Intersection over Union (IoU). 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 | Cancer lesion segmentation | | Dataset (including any stated split) | Lymphoma | | Metric | DSC | | 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 - [DSC](): Higher is better; unit: PERCENT. - [IoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | DSC | Result date | Report paper | | --- | --- | --- | --- | | DpDNet | 77.76 | Not recorded | 68fa79ed1e209131cea8003c | | Dod-Net | 76.8 | Not recorded | 68fa79ed1e209131cea8003c | | UniSeg | 75.87 | Not recorded | 68fa79ed1e209131cea8003c | | CLIP-driven | 74.38 | Not recorded | 68fa79ed1e209131cea8003c | | STU-Net-B | 74.07 | Not recorded | 68fa79ed1e209131cea8003c | | nnU-Net | 73.66 | Not recorded | 68fa79ed1e209131cea8003c | | 3DUX-Net | 73.01 | Not recorded | 68fa79ed1e209131cea8003c | | U-Mamba | 72.49 | Not recorded | 68fa79ed1e209131cea8003c | | nnU-Net+ | 71.93 | Not recorded | 68fa79ed1e209131cea8003c | | nnU-Net (Single-task) | 71.3 | Not recorded | 68fa79ed1e209131cea8003c | | SwinUNET | 70.65 | Not recorded | 68fa79ed1e209131cea8003c | | STU-Net | 70.15 | Not recorded | 68fa79ed1e209131cea8003c | | UNETR | 68.85 | Not recorded | 68fa79ed1e209131cea8003c | ### DpDNet DSC: 77.76. Result ID: 698b65dd7a967eddb76e3fd3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Parameters (M)":"15.19","FLOPS (GFLOPS)":"138.79","Prompt-Based":true}. This record does not assert independent reproduction. ### Dod-Net DSC: 76.8. Result ID: 698b65dd7a967eddb76e3fd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters (M)":"15.14","FLOPS (GFLOPS)":"139.26","Prompt-Based":true}. This record does not assert independent reproduction. ### UniSeg DSC: 75.87. Result ID: 698b65dd7a967eddb76e3fd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters (M)":"15.12","FLOPS (GFLOPS)":"138.79","Prompt-Based":true}. This record does not assert independent reproduction. ### CLIP-driven DSC: 74.38. Result ID: 698b65dd7a967eddb76e3fd1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters (M)":"15.34","FLOPS (GFLOPS)":"139.26","Prompt-Based":true}. This record does not assert independent reproduction. ### STU-Net-B DSC: 74.07. Result ID: 698b65dd7a967eddb76e3fcb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters (M)":"58.16","FLOPS (GFLOPS)":"548.61","Prompt-Based":false}. This record does not assert independent reproduction. ### nnU-Net DSC: 73.66. Result ID: 698b65dd7a967eddb76e3fc8. [Reporting paper]() Recorded evaluation configuration: {"Parameters (M)":"30.79","FLOPS (GFLOPS)":"526.29","Prompt-Based":false}. This record does not assert independent reproduction. ### 3DUX-Net DSC: 73.01. Result ID: 698b65dd7a967eddb76e3fcf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters (M)":"83.81","FLOPS (GFLOPS)":"1509.02","Prompt-Based":false}. This record does not assert independent reproduction. ### U-Mamba DSC: 72.49. Result ID: 698b65dd7a967eddb76e3fce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Parameters (M)":"42.12","FLOPS (GFLOPS)":"1067.69","Prompt-Based":false}. This record does not assert independent reproduction. ### nnU-Net+ DSC: 71.93. Result ID: 698b65dd7a967eddb76e3fc9. [Reporting paper]() Recorded evaluation configuration: {"Parameters (M)":"46.71","FLOPS (GFLOPS)":"833.94","Prompt-Based":false}. This record does not assert independent reproduction. ### nnU-Net (Single-task) DSC: 71.3. Result ID: 698b65dd7a967eddb76e3fc7. [Reporting paper]() Recorded evaluation configuration: {"Parameters (M)":"30.79","FLOPS (GFLOPS)":"526.29","Prompt-Based":false}. This record does not assert independent reproduction. ### SwinUNET DSC: 70.65. Result ID: 698b65dd7a967eddb76e3fcd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Parameters (M)":"46.49","FLOPS (GFLOPS)":"202.58","Prompt-Based":false}. This record does not assert independent reproduction. ### STU-Net DSC: 70.15. Result ID: 698b65dd7a967eddb76e3fca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters (M)":"14.55","FLOPS (GFLOPS)":"138.70","Prompt-Based":false}. This record does not assert independent reproduction. ### UNETR DSC: 68.85. Result ID: 698b65dd7a967eddb76e3fcc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters (M)":"96.19","FLOPS (GFLOPS)":"196.92","Prompt-Based":false}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.