# Multiclass Cancer Classification on Pan-Cancer 34 classes Source: [Multiclass Cancer Classification on Pan-Cancer 34 classes]() Collection index: [llms.txt]() Data updated: 2026-06-02T07:37:36.179Z Evaluation of multiclass classification performance on the 34-class Pan-Cancer dataset, reporting metrics such as 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 | Multiclass Cancer Classification | | Dataset (including any stated split) | Pan-Cancer 34 classes | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | 2D-Hybrid-CNN | 95.7 | Not recorded | 68fa5f7c1e209131ce9ea3ff | | 1D-CNN | 95.5 | Not recorded | 68fa5f7c1e209131ce9ea3ff | | 2D-Vanilla-CNN | 94.87 | Not recorded | 68fa5f7c1e209131ce9ea3ff | | GCNN-PPI + singleton graph | 94.61 | Not recorded | 68fa5f7c1e209131ce9ea3ff | | GCNN-PPI graph | 88.98 | Not recorded | 68fa5f7c1e209131ce9ea3ff | ### 2D-Hybrid-CNN Accuracy: 95.7. Result ID: 6a1e8839fbc373592c185615. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Authors":"Mostavi et al.","mRNA":"True","miRNA":"False","DNA methylation":"False"}. This record does not assert independent reproduction. ### 1D-CNN Accuracy: 95.5. Result ID: 6a1e8839fbc373592c185613. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Authors":"Mostavi et al.","mRNA":"True","miRNA":"False","DNA methylation":"False"}. This record does not assert independent reproduction. ### 2D-Vanilla-CNN Accuracy: 94.87. Result ID: 6a1e8839fbc373592c185614. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Authors":"Mostavi et al.","mRNA":"True","miRNA":"False","DNA methylation":"False"}. This record does not assert independent reproduction. ### GCNN-PPI + singleton graph Accuracy: 94.61. Result ID: 6a1e8839fbc373592c185617. [Reporting paper]() Recorded evaluation configuration: {"Authors":"Ramirez","mRNA":"True","miRNA":"False","DNA methylation":"False"}. This record does not assert independent reproduction. ### GCNN-PPI graph Accuracy: 88.98. Result ID: 6a1e8839fbc373592c185616. [Reporting paper]() Recorded evaluation configuration: {"Authors":"Ramirez","mRNA":"True","miRNA":"False","DNA methylation":"False"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.