# WSI Classification on CRC (internal) Source: [WSI Classification on CRC (internal)]() Collection index: [llms.txt]() Data updated: 2026-04-10T01:02:55.433Z Evaluation of Whole Slide Image (WSI)-level classification performance on the internal CRC dataset, measured using Area Under the Curve (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 | WSI Classification | | Dataset (including any stated split) | CRC (internal) | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | ILRA | 70.2 | Not recorded | 69d7329f7d0172140ec76c12 | | MAMMOTH-TransM | 69.9 | Not recorded | 69d7329f7d0172140ec76c12 | | ROAM | 69.9 | Not recorded | 69d7329f7d0172140ec76c12 | | CLAM-MB | 69.7 | Not recorded | 69d7329f7d0172140ec76c12 | | CLAM-SB | 69.7 | Not recorded | 69d7329f7d0172140ec76c12 | | PAMoE | 69.6 | Not recorded | 69d7329f7d0172140ec76c12 | | MAMMOTH-ABMIL | 69.6 | Not recorded | 69d7329f7d0172140ec76c12 | | ABMIL | 69.3 | Not recorded | 69d7329f7d0172140ec76c12 | | DSMIL | 68.7 | Not recorded | 69d7329f7d0172140ec76c12 | | TransMIL | 67.7 | Not recorded | 69d7329f7d0172140ec76c12 | | MeanPool | 67.1 | Not recorded | 69d7329f7d0172140ec76c12 | | OTSurv | 66.1 | Not recorded | 69d7329f7d0172140ec76c12 | | MaxPool | 63.6 | Not recorded | 69d7329f7d0172140ec76c12 | ### ILRA AUC: 70.2. Result ID: 69d84c2547f34ce924c09f60. [Reporting paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### MAMMOTH-TransM AUC: 69.9. Result ID: 69d84c2547f34ce924c09f64. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### ROAM AUC: 69.9. Result ID: 69d84c2547f34ce924c09f69. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### CLAM-MB AUC: 69.7. Result ID: 69d84c2547f34ce924c09f61. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### CLAM-SB AUC: 69.7. Result ID: 69d84c2547f34ce924c09f68. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### PAMoE AUC: 69.6. Result ID: 69d84c2547f34ce924c09f65. [Reporting paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### MAMMOTH-ABMIL AUC: 69.6. Result ID: 69d84c2547f34ce924c09f67. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### ABMIL AUC: 69.3. Result ID: 69d84c2547f34ce924c09f62. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### DSMIL AUC: 68.7. Result ID: 69d84c2547f34ce924c09f66. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### TransMIL AUC: 67.7. Result ID: 69d84c2547f34ce924c09f63. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### MeanPool AUC: 67.1. Result ID: 69d84c2547f34ce924c09f5e. [Reporting paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### OTSurv AUC: 66.1. Result ID: 69d84c2547f34ce924c09f5d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. ### MaxPool AUC: 63.6. Result ID: 69d84c2547f34ce924c09f5f. [Reporting paper]() Recorded evaluation configuration: {"Enc.":"UNI2-h"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.