# Pathological Image Classification on MHIST (test) Source: [Pathological Image Classification on MHIST (test)]() Collection index: [llms.txt]() Data updated: 2026-04-20T07:24:53.935Z Evaluation of Pathological Image Classification performance on the test split of the MHIST dataset, reporting F1 score, Accuracy, 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 | Pathological Image Classification | | Dataset (including any stated split) | MHIST (test) | | Metric | F1 Score | | Unit | PERCENT | | 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 - [F1 Score](): Higher is better; unit: PERCENT. - [Accuracy](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | SSMamba | 83 | Not recorded | 69e5b3167d0172140ec7e072 | | GigaPath | 82.31 | Not recorded | 69e5b3167d0172140ec7e072 | | MUSK | 82 | Not recorded | 69e5b3167d0172140ec7e072 | | Virchow2 | 80.56 | Not recorded | 69e5b3167d0172140ec7e072 | | CONCH | 80.26 | Not recorded | 69e5b3167d0172140ec7e072 | | UNI2 | 78 | Not recorded | 69e5b3167d0172140ec7e072 | | UNI | 77.19 | Not recorded | 69e5b3167d0172140ec7e072 | ### SSMamba F1 Score: 83. Result ID: 69e5d4c447f34ce924cba7ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"NCT"}. This record does not assert independent reproduction. ### GigaPath F1 Score: 82.31. Result ID: 69e5d4c447f34ce924cba7aa. [Reporting paper]() Recorded evaluation configuration: {"Training Dataset":"NCT"}. This record does not assert independent reproduction. ### MUSK F1 Score: 82. Result ID: 69e5d4c447f34ce924cba7a8. [Reporting paper]() Recorded evaluation configuration: {"Training Dataset":"NCT"}. This record does not assert independent reproduction. ### Virchow2 F1 Score: 80.56. Result ID: 69e5d4c447f34ce924cba7ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"NCT"}. This record does not assert independent reproduction. ### CONCH F1 Score: 80.26. Result ID: 69e5d4c447f34ce924cba7a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"NCT"}. This record does not assert independent reproduction. ### UNI2 F1 Score: 78. Result ID: 69e5d4c447f34ce924cba7a7. [Reporting paper]() Recorded evaluation configuration: {"Training Dataset":"NCT"}. This record does not assert independent reproduction. ### UNI F1 Score: 77.19. Result ID: 69e5d4c447f34ce924cba7a6. [Reporting paper]() Recorded evaluation configuration: {"Training Dataset":"NCT"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.