# Cancer Subtype Classification on Pan-cancer 32-class Source: [Cancer Subtype Classification on Pan-cancer 32-class]() Collection index: [llms.txt]() Data updated: 2026-06-02T07:37:36.439Z Evaluation of Cancer Subtype Classification performance on the 32-class Pan-cancer dataset, reporting metrics such as Accuracy, F1 scores, and AUC. 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 subtype classification | | Dataset (including any stated split) | Pan-cancer 32-class | | Metric | Accuracy | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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: SCALAR. - [Macro F1 Score](): Higher is better; unit: SCALAR. - [Weighted F1 Score](): Higher is better; unit: SCALAR. - [Macro Recall](): Higher is better; unit: SCALAR. - [Macro AUC](): Higher is better; unit: SCALAR. - [Macro AUPRC](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CMGL | 0.9682 | Not recorded | 69f03f7055a3c32af89fa47a | | MOGONET | 0.9666 | Not recorded | 69f03f7055a3c32af89fa47a | | MOSGAT | 0.9643 | Not recorded | 69f03f7055a3c32af89fa47a | | MOGKAN | 0.9628 | Not recorded | 68fa5f7c1e209131ce9ea3ff | | HTML | 0.9577 | Not recorded | 69f03f7055a3c32af89fa47a | | MOCapsNet | 0.9464 | Not recorded | 69f03f7055a3c32af89fa47a | | GTN | 0.9356 | Not recorded | 68fa5f7c1e209131ce9ea3ff | ### CMGL Accuracy: 0.9682. Result ID: 69f086f847f34ce924d709b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### MOGONET Accuracy: 0.9666. Result ID: 69f086f847f34ce924d709b3. [Reporting paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### MOSGAT Accuracy: 0.9643. Result ID: 69f086f847f34ce924d709b4. [Reporting paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### MOGKAN Accuracy: 0.9628. Result ID: 6a1e8839fbc373592c185618. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"mRNA":"True","miRNA":"True","DNA methylation":"True","validation\_mode":"5-fold cross-validation"}. This record does not assert independent reproduction. ### HTML Accuracy: 0.9577. Result ID: 69f086f847f34ce924d709b1. [Reporting paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### MOCapsNet Accuracy: 0.9464. Result ID: 69f086f847f34ce924d709b2. [Reporting paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### GTN Accuracy: 0.9356. Result ID: 6a1e8839fbc373592c185619. [Reporting paper]() Recorded evaluation configuration: {"Authors":"Kaczmarek et al."}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.