# Pathological Image Classification on PAIP 2019 Source: [Pathological Image Classification on PAIP 2019]() Collection index: [llms.txt]() Data updated: 2026-04-20T07:24:53.397Z Evaluation of Pathological Image Classification performance on the PAIP 2019 dataset, reporting 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 | Pathological Image Classification | | Dataset (including any stated split) | PAIP 2019 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 | | --- | --- | --- | --- | | SSMamba | 99.53 | Not recorded | 69e5b3167d0172140ec7e072 | | Virchow2 | 96.53 | Not recorded | 69e5b3167d0172140ec7e072 | | UNI2 | 95.65 | Not recorded | 69e5b3167d0172140ec7e072 | | UNI | 95.6 | Not recorded | 69e5b3167d0172140ec7e072 | | GigaPath | 94.21 | Not recorded | 69e5b3167d0172140ec7e072 | | MUSK | 93.05 | Not recorded | 69e5b3167d0172140ec7e072 | | Swin | 92.1 | Not recorded | 69e5b3167d0172140ec7e072 | | ViT | 91.89 | Not recorded | 69e5b3167d0172140ec7e072 | | CTransPath | 89.73 | Not recorded | 69e5b3167d0172140ec7e072 | | VMamba | 81.67 | Not recorded | 69e5b3167d0172140ec7e072 | | MAE | 78.2 | Not recorded | 69e5b3167d0172140ec7e072 | | CONCH | 76.85 | Not recorded | 69e5b3167d0172140ec7e072 | ### SSMamba Accuracy: 99.53. Result ID: 69e5d4c447f34ce924cba673. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Virchow2 Accuracy: 96.53. Result ID: 69e5d4c447f34ce924cba671. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UNI2 Accuracy: 95.65. Result ID: 69e5d4c447f34ce924cba66d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UNI Accuracy: 95.6. Result ID: 69e5d4c447f34ce924cba66c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GigaPath Accuracy: 94.21. Result ID: 69e5d4c447f34ce924cba670. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MUSK Accuracy: 93.05. Result ID: 69e5d4c447f34ce924cba66e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Swin Accuracy: 92.1. Result ID: 69e5d4c447f34ce924cba669. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ViT Accuracy: 91.89. Result ID: 69e5d4c447f34ce924cba668. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CTransPath Accuracy: 89.73. Result ID: 69e5d4c447f34ce924cba672. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VMamba Accuracy: 81.67. Result ID: 69e5d4c447f34ce924cba66b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAE Accuracy: 78.2. Result ID: 69e5d4c447f34ce924cba66a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CONCH Accuracy: 76.85. Result ID: 69e5d4c447f34ce924cba66f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.