# Tissue Subtyping on NSCLC C=2 Source: [Tissue Subtyping on NSCLC C=2]() Collection index: [llms.txt]() Data updated: 2026-03-24T10:44:35.638Z Evaluation of tissue subtyping performance on the NSCLC C=2 dataset, typically reporting AUROC and average metrics. 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 | Tissue subtyping | | Dataset (including any stated split) | NSCLC C=2 | | Metric | AUROC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [AUROC](): Higher is better; unit: PERCENT. - [Average Metric (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | Max Pooling | 94.86 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Transformer | 94.69 | Not recorded | 69c21ad70636e5bf4afc4d7e | | ABMIL | 94.68 | Not recorded | 69c21ad70636e5bf4afc4d7e | | ABMIL | 94.68 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Max Pooling | 94.44 | Not recorded | 69c21ad70636e5bf4afc4d7e | | DSMIL | 94.43 | Not recorded | 69c21ad70636e5bf4afc4d7e | | DSMIL | 94.08 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Transformer | 94.04 | Not recorded | 69c21ad70636e5bf4afc4d7e | | TransMIL | 93.99 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Mean Pooling | 93.91 | Not recorded | 69c21ad70636e5bf4afc4d7e | | TransMIL | 93.9 | Not recorded | 69c21ad70636e5bf4afc4d7e | | ILRA | 93.87 | Not recorded | 69c21ad70636e5bf4afc4d7e | | CLAM | 93.72 | Not recorded | 69c21ad70636e5bf4afc4d7e | | ILRA | 93.25 | Not recorded | 69c21ad70636e5bf4afc4d7e | | CLAM | 91.73 | Not recorded | 69c21ad70636e5bf4afc4d7e | | Mean Pooling | 91.44 | Not recorded | 69c21ad70636e5bf4afc4d7e | ### Max Pooling AUROC: 94.86. Result ID: 69c2692647f34ce924aa60a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### Transformer AUROC: 94.69. Result ID: 69c2692647f34ce924aa609e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### ABMIL AUROC: 94.68. Result ID: 69c2692647f34ce924aa6098. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### ABMIL AUROC: 94.68. Result ID: 69c2692647f34ce924aa6099. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH"}. This record does not assert independent reproduction. ### Max Pooling AUROC: 94.44. Result ID: 69c2692647f34ce924aa60a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH"}. This record does not assert independent reproduction. ### DSMIL AUROC: 94.43. Result ID: 69c2692647f34ce924aa60a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH"}. This record does not assert independent reproduction. ### DSMIL AUROC: 94.08. Result ID: 69c2692647f34ce924aa60a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### Transformer AUROC: 94.04. Result ID: 69c2692647f34ce924aa609f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH"}. This record does not assert independent reproduction. ### TransMIL AUROC: 93.99. Result ID: 69c2692647f34ce924aa609d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH"}. This record does not assert independent reproduction. ### Mean Pooling AUROC: 93.91. Result ID: 69c2692647f34ce924aa60a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH"}. This record does not assert independent reproduction. ### TransMIL AUROC: 93.9. Result ID: 69c2692647f34ce924aa609c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### ILRA AUROC: 93.87. Result ID: 69c2692647f34ce924aa60a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH"}. This record does not assert independent reproduction. ### CLAM AUROC: 93.72. Result ID: 69c2692647f34ce924aa609b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"MAMMOTH"}. This record does not assert independent reproduction. ### ILRA AUROC: 93.25. Result ID: 69c2692647f34ce924aa60a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### CLAM AUROC: 91.73. Result ID: 69c2692647f34ce924aa609a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. ### Mean Pooling AUROC: 91.44. Result ID: 69c2692647f34ce924aa60a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Base"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.