# White blood cell classification on WBCBench Out-of-Fold (train + eval) Source: [White blood cell classification on WBCBench Out-of-Fold (train + eval)]() Collection index: [llms.txt]() Data updated: 2026-03-24T10:34:34.419Z Evaluation of White Blood Cell classification performance using the out-of-fold training and evaluation splits of the WBCBench dataset. Metrics include Macro F1, Balanced Accuracy, Macro Precision, and Macro Sensitivity. 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 | White blood cell classification | | Dataset (including any stated split) | WBCBench Out-of-Fold (train + eval) | | Metric | Macro F1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Macro F1](): Higher is better; unit: PERCENT. - [Balanced Accuracy](): Higher is better; unit: PERCENT. - [Macro Precision](): Higher is better; unit: PERCENT. - [Macro Sensitivity](): Higher is better; unit: PERCENT. ## Recorded results | Method | Macro F1 | Result date | Report paper | | --- | --- | --- | --- | | Ensemble of Small Classifiers | 77.98 | Not recorded | 69c21a6f0636e5bf4afc46fc | | Ensemble of Small Classifiers | 77.91 | Not recorded | 69c21a6f0636e5bf4afc46fc | | Ensemble of Small Classifiers | 77.41 | Not recorded | 69c21a6f0636e5bf4afc46fc | | ConvNeXT-V2-Tiny | 77.24 | Not recorded | 69c21a6f0636e5bf4afc46fc | | Ensemble of Small Classifiers | 76.66 | Not recorded | 69c21a6f0636e5bf4afc46fc | | ConvNeXT-V2-Tiny | 76.62 | Not recorded | 69c21a6f0636e5bf4afc46fc | | ConvNeXT-V2-Tiny | 75.57 | Not recorded | 69c21a6f0636e5bf4afc46fc | | ConvNeXT-V2-Tiny | 75.23 | Not recorded | 69c21a6f0636e5bf4afc46fc | | SwinV2-Tiny | 74.99 | Not recorded | 69c21a6f0636e5bf4afc46fc | | SwinV2-Tiny | 74.77 | Not recorded | 69c21a6f0636e5bf4afc46fc | | DinoBloom-Small | 74.19 | Not recorded | 69c21a6f0636e5bf4afc46fc | | DinoBloom-Small | 74.17 | Not recorded | 69c21a6f0636e5bf4afc46fc | | SwinV2-Tiny | 74.1 | Not recorded | 69c21a6f0636e5bf4afc46fc | | SwinV2-Tiny | 73.51 | Not recorded | 69c21a6f0636e5bf4afc46fc | | DinoBloom-Small | 73.23 | Not recorded | 69c21a6f0636e5bf4afc46fc | | DinoBloom-Small | 72.76 | Not recorded | 69c21a6f0636e5bf4afc46fc | ### Ensemble of Small Classifiers Macro F1: 77.98. Result ID: 69c2683447f34ce924aa5c33. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"Expanded Dataset","TTA (Test Time Augmentation)":"Yes"}. This record does not assert independent reproduction. ### Ensemble of Small Classifiers Macro F1: 77.91. Result ID: 69c2683447f34ce924aa5c2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"Expanded Dataset","TTA (Test Time Augmentation)":"No"}. This record does not assert independent reproduction. ### Ensemble of Small Classifiers Macro F1: 77.41. Result ID: 69c2683447f34ce924aa5c2f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"WBCBench Train + Eval","TTA (Test Time Augmentation)":"Yes"}. This record does not assert independent reproduction. ### ConvNeXT-V2-Tiny Macro F1: 77.24. Result ID: 69c2683447f34ce924aa5c31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"Expanded Dataset","TTA (Test Time Augmentation)":"Yes"}. This record does not assert independent reproduction. ### Ensemble of Small Classifiers Macro F1: 76.66. Result ID: 69c2683447f34ce924aa5c27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"WBCBench Train + Eval","TTA (Test Time Augmentation)":"No"}. This record does not assert independent reproduction. ### ConvNeXT-V2-Tiny Macro F1: 76.62. Result ID: 69c2683447f34ce924aa5c29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"Expanded Dataset","TTA (Test Time Augmentation)":"No"}. This record does not assert independent reproduction. ### ConvNeXT-V2-Tiny Macro F1: 75.57. Result ID: 69c2683447f34ce924aa5c2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"WBCBench Train + Eval","TTA (Test Time Augmentation)":"Yes"}. This record does not assert independent reproduction. ### ConvNeXT-V2-Tiny Macro F1: 75.23. Result ID: 69c2683447f34ce924aa5c25. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"WBCBench Train + Eval","TTA (Test Time Augmentation)":"No"}. This record does not assert independent reproduction. ### SwinV2-Tiny Macro F1: 74.99. Result ID: 69c2683447f34ce924aa5c30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"Expanded Dataset","TTA (Test Time Augmentation)":"Yes"}. This record does not assert independent reproduction. ### SwinV2-Tiny Macro F1: 74.77. Result ID: 69c2683447f34ce924aa5c2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"WBCBench Train + Eval","TTA (Test Time Augmentation)":"Yes"}. This record does not assert independent reproduction. ### DinoBloom-Small Macro F1: 74.19. Result ID: 69c2683447f34ce924aa5c32. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"Expanded Dataset","TTA (Test Time Augmentation)":"Yes"}. This record does not assert independent reproduction. ### DinoBloom-Small Macro F1: 74.17. Result ID: 69c2683447f34ce924aa5c2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"Expanded Dataset","TTA (Test Time Augmentation)":"No"}. This record does not assert independent reproduction. ### SwinV2-Tiny Macro F1: 74.1. Result ID: 69c2683447f34ce924aa5c28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"Expanded Dataset","TTA (Test Time Augmentation)":"No"}. This record does not assert independent reproduction. ### SwinV2-Tiny Macro F1: 73.51. Result ID: 69c2683447f34ce924aa5c24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"WBCBench Train + Eval","TTA (Test Time Augmentation)":"No"}. This record does not assert independent reproduction. ### DinoBloom-Small Macro F1: 73.23. Result ID: 69c2683447f34ce924aa5c2e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"WBCBench Train + Eval","TTA (Test Time Augmentation)":"Yes"}. This record does not assert independent reproduction. ### DinoBloom-Small Macro F1: 72.76. Result ID: 69c2683447f34ce924aa5c26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"WBCBench Train + Eval","TTA (Test Time Augmentation)":"No"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.