# Lung cancer staging on Lung cancer staging 50% labels (cross-validation) Source: [Lung cancer staging on Lung cancer staging 50% labels (cross-validation)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:23.529Z Evaluation of models for staging lung cancer using a subset (50%) of labels evaluated via cross-validation, reporting overall and minor-class accuracy. 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 | Lung cancer staging | | Dataset (including any stated split) | Lung cancer staging 50% labels (cross-validation) | | Metric | Overall Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Overall Accuracy](): Higher is better; unit: PERCENT. - [Minor-class Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Overall Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Trad.+3DSiam+SE | 51.9 | Not recorded | 68fa6a551e209131cea27784 | | Trad.+3DSiam+RE | 50.2 | Not recorded | 68fa6a551e209131cea27784 | | Trad.+3DSiam | 48.6 | Not recorded | 68fa6a551e209131cea27784 | | Trad. radiomics | 48.1 | Not recorded | 68fa6a551e209131cea27784 | | Supervised Learning | 46.7 | Not recorded | 68fa6a551e209131cea27784 | | 3DSiam | 44.5 | Not recorded | 68fa6a551e209131cea27784 | | 3DSiam+RE | 44.5 | Not recorded | 68fa6a551e209131cea27784 | | 3DSiam+SE | 44.3 | Not recorded | 68fa6a551e209131cea27784 | | Rubik's cube | 43.3 | Not recorded | 68fa6a551e209131cea27784 | ### Trad.+3DSiam+SE Overall Accuracy: 51.9. Result ID: 698e2b05ffc3901de09b574d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Labels":"50%"}. This record does not assert independent reproduction. ### Trad.+3DSiam+RE Overall Accuracy: 50.2. Result ID: 698e2b05ffc3901de09b574e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Labels":"50%"}. This record does not assert independent reproduction. ### Trad.+3DSiam Overall Accuracy: 48.6. Result ID: 698e2b05ffc3901de09b574c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Labels":"50%"}. This record does not assert independent reproduction. ### Trad. radiomics Overall Accuracy: 48.1. Result ID: 698e2b05ffc3901de09b5747. [Reporting paper]() Recorded evaluation configuration: {"Training Labels":"50%"}. This record does not assert independent reproduction. ### Supervised Learning Overall Accuracy: 46.7. Result ID: 698e2b05ffc3901de09b574f. [Reporting paper]() Recorded evaluation configuration: {"Training Labels":"50%"}. This record does not assert independent reproduction. ### 3DSiam Overall Accuracy: 44.5. Result ID: 698e2b05ffc3901de09b5749. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Labels":"50%"}. This record does not assert independent reproduction. ### 3DSiam+RE Overall Accuracy: 44.5. Result ID: 698e2b05ffc3901de09b574b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Labels":"50%"}. This record does not assert independent reproduction. ### 3DSiam+SE Overall Accuracy: 44.3. Result ID: 698e2b05ffc3901de09b574a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Labels":"50%"}. This record does not assert independent reproduction. ### Rubik's cube Overall Accuracy: 43.3. Result ID: 698e2b05ffc3901de09b5748. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Labels":"50%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.