# Tumor and Lymph Node Segmentation on New Dataset 2 Source: [Tumor and Lymph Node Segmentation on New Dataset 2]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:44.469Z Evaluation of segmentation performance for both tumor and lymph node structures on the New Dataset 2, reporting Dice scores for each structure and the average. 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 2 | | Metric | Tumor Dice Score | | 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 Score](): Higher is better; unit: PERCENT. - [Lymph Dice Score](): Higher is better; unit: PERCENT. - [Average Dice Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Tumor Dice Score | Result date | Report paper | | --- | --- | --- | --- | | PEMMA | 86 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 82 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 68 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 64 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 63 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 47 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 46 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 43 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 42 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 39 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 38 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 35 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 35 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 34 | Not recorded | 68fa72fa1e209131cea59b89 | | PEMMA | 34 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 24 | Not recorded | 68fa72fa1e209131cea59b89 | | Late Fusion | 5 | Not recorded | 68fa72fa1e209131cea59b89 | | Early Fusion | 1 | Not recorded | 68fa72fa1e209131cea59b89 | ### PEMMA Tumor Dice Score: 86. Result ID: 69928c3b3a6c3148490fb1d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice Score: 82. Result ID: 69928c3b3a6c3148490fb1cc. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice Score: 68. Result ID: 69928c3b3a6c3148490fb1c6. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice Score: 64. Result ID: 69928c3b3a6c3148490fb1d5. [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 Score: 63. Result ID: 69928c3b3a6c3148490fb1cf. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice Score: 47. Result ID: 69928c3b3a6c3148490fb1c9. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT+PET"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice Score: 46. Result ID: 69928c3b3a6c3148490fb1ca. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice Score: 43. Result ID: 69928c3b3a6c3148490fb1c7. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice Score: 42. Result ID: 69928c3b3a6c3148490fb1d1. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice Score: 39. Result ID: 69928c3b3a6c3148490fb1d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice Score: 38. Result ID: 69928c3b3a6c3148490fb1d3. [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 Score: 35. Result ID: 69928c3b3a6c3148490fb1d0. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice Score: 35. Result ID: 69928c3b3a6c3148490fb1d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice Score: 34. Result ID: 69928c3b3a6c3148490fb1cd. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"CT"}. This record does not assert independent reproduction. ### PEMMA Tumor Dice Score: 34. Result ID: 69928c3b3a6c3148490fb1d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice Score: 24. Result ID: 69928c3b3a6c3148490fb1cb. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### Late Fusion Tumor Dice Score: 5. Result ID: 69928c3b3a6c3148490fb1c8. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"PET"}. This record does not assert independent reproduction. ### Early Fusion Tumor Dice Score: 1. Result ID: 69928c3b3a6c3148490fb1ce. [Reporting paper]() Recorded evaluation configuration: {"Train Modalities":"CT+PET","Inference Modalities":"PET"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.