# Classification on CAMELYON17 Center 4 Source: [Classification on CAMELYON17 Center 4]() Collection index: [llms.txt]() Data updated: 2026-03-16T09:39:23.987Z Evaluation of classification performance on the Center 4 subset of the CAMELYON17 dataset, using the CL metric. 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 | Classification | | Dataset (including any stated split) | CAMELYON17 Center 4 | | Metric | CL Score | | 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 - [CL Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | CL Score | Result date | Report paper | | --- | --- | --- | --- | | SFDA-DeP | 74.5 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | ERL | 69.1 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | SFDA-DE | 65.8 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | SFDA-DeP | 65.4 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | CDCL | 55.4 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | ERL | 54 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | SFDA-DeP | 51.3 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | CDCL | 50 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | RGV | 48.3 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | Source only | 47.3 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | ERL | 46.6 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | RGV | 43.9 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | Source only | 42.6 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | SFDA-DE | 42.6 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | RGV | 41.6 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | CDCL | 40.9 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | Source only | 39.9 | Not recorded | 69b78e9a0636e5bf4afbdc95 | | SFDA-DE | 39.9 | Not recorded | 69b78e9a0636e5bf4afbdc95 | ### SFDA-DeP CL Score: 74.5. Result ID: 69b7cf6f47f34ce9249fdbfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"DeepMIL"}. This record does not assert independent reproduction. ### ERL CL Score: 69.1. Result ID: 69b7cf6f47f34ce9249fdbf4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"SAT"}. This record does not assert independent reproduction. ### SFDA-DE CL Score: 65.8. Result ID: 69b7cf6f47f34ce9249fdbf2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"SAT"}. This record does not assert independent reproduction. ### SFDA-DeP CL Score: 65.4. Result ID: 69b7cf6f47f34ce9249fdbf6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"SAT"}. This record does not assert independent reproduction. ### CDCL CL Score: 55.4. Result ID: 69b7cf6f47f34ce9249fdbf3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"SAT"}. This record does not assert independent reproduction. ### ERL CL Score: 54. Result ID: 69b7cf6f47f34ce9249fdbee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"PixelCAM"}. This record does not assert independent reproduction. ### SFDA-DeP CL Score: 51.3. Result ID: 69b7cf6f47f34ce9249fdbf0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"PixelCAM"}. This record does not assert independent reproduction. ### CDCL CL Score: 50. Result ID: 69b7cf6f47f34ce9249fdbf9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"DeepMIL"}. This record does not assert independent reproduction. ### RGV CL Score: 48.3. Result ID: 69b7cf6f47f34ce9249fdbf5. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"SAT"}. This record does not assert independent reproduction. ### Source only CL Score: 47.3. Result ID: 69b7cf6f47f34ce9249fdbf1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"SAT"}. This record does not assert independent reproduction. ### ERL CL Score: 46.6. Result ID: 69b7cf6f47f34ce9249fdbfa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"DeepMIL"}. This record does not assert independent reproduction. ### RGV CL Score: 43.9. Result ID: 69b7cf6f47f34ce9249fdbfb. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"DeepMIL"}. This record does not assert independent reproduction. ### Source only CL Score: 42.6. Result ID: 69b7cf6f47f34ce9249fdbf7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"DeepMIL"}. This record does not assert independent reproduction. ### SFDA-DE CL Score: 42.6. Result ID: 69b7cf6f47f34ce9249fdbf8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"DeepMIL"}. This record does not assert independent reproduction. ### RGV CL Score: 41.6. Result ID: 69b7cf6f47f34ce9249fdbef. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"PixelCAM"}. This record does not assert independent reproduction. ### CDCL CL Score: 40.9. Result ID: 69b7cf6f47f34ce9249fdbed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"PixelCAM"}. This record does not assert independent reproduction. ### Source only CL Score: 39.9. Result ID: 69b7cf6f47f34ce9249fdbeb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"PixelCAM"}. This record does not assert independent reproduction. ### SFDA-DE CL Score: 39.9. Result ID: 69b7cf6f47f34ce9249fdbec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"PixelCAM"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.