# Breast Cancer Cell Classification on Breast Cancer Cell Dataset (test) Source: [Breast Cancer Cell Classification on Breast Cancer Cell Dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:29.636Z Evaluation of Breast Cancer Cell Classification performance on the test split of the Breast Cancer Cell Dataset, reporting metrics like accuracy, precision, and recall. 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 | Breast Cancer Cell Classification | | Dataset (including any stated split) | Breast Cancer Cell Dataset (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | MPCS-OP | 98.18 | Not recorded | 68fa6d691e209131cea39a68 | | MPCS-FP | 98.14 | Not recorded | 68fa6d691e209131cea39a68 | | MPCS-RP | 98.1 | Not recorded | 68fa6d691e209131cea39a68 | | MPCS-OP | 96.36 | Not recorded | 68fa6d691e209131cea39a68 | | MPCS-FP | 96.29 | Not recorded | 68fa6d691e209131cea39a68 | | MPCS-RP | 96.22 | Not recorded | 68fa6d691e209131cea39a68 | | MATN | 91.7 | Not recorded | 68fa6d691e209131cea39a68 | | ST | 86 | Not recorded | 68fa6d691e209131cea39a68 | | ATN | 75.5 | Not recorded | 68fa6d691e209131cea39a68 | ### MPCS-OP Accuracy: 98.18. Result ID: 698fa0313a6c314849faa0b7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned","Encoder":"ResNet-50"}. This record does not assert independent reproduction. ### MPCS-FP Accuracy: 98.14. Result ID: 698fa0313a6c314849faa0b6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned","Encoder":"ResNet-50"}. This record does not assert independent reproduction. ### MPCS-RP Accuracy: 98.1. Result ID: 698fa0313a6c314849faa0b8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned","Encoder":"ResNet-50"}. This record does not assert independent reproduction. ### MPCS-OP Accuracy: 96.36. Result ID: 698fa0313a6c314849faa0ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear-evaluation","Encoder":"ResNet-50"}. This record does not assert independent reproduction. ### MPCS-FP Accuracy: 96.29. Result ID: 698fa0313a6c314849faa0b9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear-evaluation","Encoder":"ResNet-50"}. This record does not assert independent reproduction. ### MPCS-RP Accuracy: 96.22. Result ID: 698fa0313a6c314849faa0bb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear-evaluation","Encoder":"ResNet-50"}. This record does not assert independent reproduction. ### MATN Accuracy: 91.7. Result ID: 698fa0313a6c314849faa0b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned","Encoder":"ResNet-50"}. This record does not assert independent reproduction. ### ST Accuracy: 86. Result ID: 698fa0313a6c314849faa0b3. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned","Encoder":"ResNet-50"}. This record does not assert independent reproduction. ### ATN Accuracy: 75.5. Result ID: 698fa0313a6c314849faa0b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Fine-tuned","Encoder":"ResNet-50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.