# Pan-cancer

Source: [Pan-cancer](<https://www.sota2.com/research/dataset/pan-cancer>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

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.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [TME Subtype Classification on TCGA Pan-cancer](<https://www.sota2.com/research/sota/tme-subtype-classification-on-tcga-pan-cancer.md>): TME Subtype Classification; TCGA Pan-cancer.

- [Cancer Subtype Classification on Pan-cancer 32-class](<https://www.sota2.com/research/sota/cancer-subtype-classification-on-pan-cancer-32-class.md>): Cancer subtype classification; Pan-cancer 32-class.

- [Imbalanced Classification on TCGA-Rare five selected experiments Pan-Cancer](<https://www.sota2.com/research/sota/imbalanced-classification-on-tcga-rare-five-selected-experiments-pan-cancer.md>): Imbalanced Classification; TCGA-Rare five selected experiments Pan-Cancer.

- [Imbalanced Classification on TCGA Pan-Cancer Full 33 one-vs-rest experiments](<https://www.sota2.com/research/sota/imbalanced-classification-on-tcga-pan-cancer-full-33-one-vs-rest-experiments.md>): Imbalanced Classification; TCGA Pan-Cancer Full 33 one-vs-rest experiments.

- [Survival Prediction on Pan-cancer dataset (test)](<https://www.sota2.com/research/sota/survival-prediction-on-pan-cancer-dataset-test.md>): Survival Prediction; Pan-cancer dataset (test).

- [Multiclass Cancer Classification on Pan-Cancer 34 classes](<https://www.sota2.com/research/sota/multiclass-cancer-classification-on-pan-cancer-34-classes.md>): Multiclass Cancer Classification; Pan-Cancer 34 classes.

- [Local structure completion on TCGA pan-cancer histopathology (test)](<https://www.sota2.com/research/sota/local-structure-completion-on-tcga-pan-cancer-histopathology-test.md>): Local structure completion; TCGA pan-cancer histopathology (test).

- [Gene expression prediction on Pan-cancer Average Top 50 HVGs](<https://www.sota2.com/research/sota/gene-expression-prediction-on-pan-cancer-average-top-50-hvgs.md>): Gene expression prediction; Pan-cancer Average Top 50 HVGs.