# Tumor and Lymph Node Segmentation on New Dataset 1 Source: [Tumor and Lymph Node Segmentation on New Dataset 1]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:44.450Z Evaluation of segmentation performance for both tumor and lymph nodes on the New Dataset 1, reporting Dice scores for each entity and the average Dice 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 | Tumor and Lymph Node Segmentation | | Dataset (including any stated split) | New Dataset 1 | | Metric | Tumor Dice | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Tumor Dice](): Higher is better; unit: PERCENT. - [Lymph Dice](): Higher is better; unit: PERCENT. - [Average Dice](): Higher is better; unit: PERCENT. ## Recorded results | Method | Tumor Dice | Result date | Report paper | | --- | --- | --- | --- | | PEMMA | 86 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 82 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 81 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 81 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 58 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 52 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 43 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 42 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 40 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 38 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 38 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 36 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 34 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 34 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 31 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 30 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 23 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 1 | Not recorded | 68fa72fa1e209131cea59b89 | ### PEMMA Tumor Dice: 86. Result ID: 69928c3b3a6c3148490fb1c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice: 82. Result ID: 69928c3b3a6c3148490fb1bd. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice: 81. Result ID: 69928c3b3a6c3148490fb1ba. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice: 81. Result ID: 69928c3b3a6c3148490fb1c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice: 58. Result ID: 69928c3b3a6c3148490fb1b8. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice: 52. Result ID: 69928c3b3a6c3148490fb1b7. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice: 43. Result ID: 69928c3b3a6c3148490fb1c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice: 42. Result ID: 69928c3b3a6c3148490fb1bb. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice: 40. Result ID: 69928c3b3a6c3148490fb1b4. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice: 38. Result ID: 69928c3b3a6c3148490fb1b9. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice: 38. Result ID: 69928c3b3a6c3148490fb1c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice: 36. Result ID: 69928c3b3a6c3148490fb1b5. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice: 34. Result ID: 69928c3b3a6c3148490fb1be. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice: 34. Result ID: 69928c3b3a6c3148490fb1c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice: 31. Result ID: 69928c3b3a6c3148490fb1c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice: 30. Result ID: 69928c3b3a6c3148490fb1bc. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice: 23. Result ID: 69928c3b3a6c3148490fb1b6. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice: 1. Result ID: 69928c3b3a6c3148490fb1bf. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"PET"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.