White blood cell classification on WBCBench Out-of-Fold (train + eval)
77.98Macro F1Ensemble of Small Classifiers
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ensemble of Small ClassifiersTraining Dataset=Expanded Dataset, TTA (Test Time Augmentation)=Yes2026.03 | 77.98 | 77.34 | 79.89 | 99.45 | |
| Ensemble of Small ClassifiersTraining Dataset=Expanded Dataset, TTA (Test Time Augmentation)=No2026.03 | 77.91 | 77.36 | 79.77 | 99.45 | |
| Ensemble of Small ClassifiersTraining Dataset=WBCBench Train + Eval, TTA (Test Time Augmentation)=Yes2026.03 | 77.41 | 79.87 | 76.34 | 99.42 | |
| ConvNeXT-V2-TinyTraining Dataset=Expanded Dataset, TTA (Test Time Augmentation)=Yes2026.03 | 77.24 | 76.96 | 78.15 | 99.44 | |
| Ensemble of Small ClassifiersTraining Dataset=WBCBench Train + Eval, TTA (Test Time Augmentation)=No2026.03 | 76.66 | 78.9 | 75.86 | 99.41 | |
| ConvNeXT-V2-TinyTraining Dataset=Expanded Dataset, TTA (Test Time Augmentation)=No2026.03 | 76.62 | 76.6 | 77.41 | 99.42 | |
| ConvNeXT-V2-TinyTraining Dataset=WBCBench Train + Eval, TTA (Test Time Augmentation)=Yes2026.03 | 75.57 | 76.88 | 75.35 | 99.39 | |
| ConvNeXT-V2-TinyTraining Dataset=WBCBench Train + Eval, TTA (Test Time Augmentation)=No2026.03 | 75.23 | 76.69 | 74.88 | 99.38 | |
| SwinV2-TinyTraining Dataset=Expanded Dataset, TTA (Test Time Augmentation)=Yes2026.03 | 74.99 | 75.03 | 76.66 | 99.39 | |
| SwinV2-TinyTraining Dataset=WBCBench Train + Eval, TTA (Test Time Augmentation)=Yes2026.03 | 74.77 | 78.06 | 73.06 | 99.35 | |
| DinoBloom-SmallTraining Dataset=Expanded Dataset, TTA (Test Time Augmentation)=Yes2026.03 | 74.19 | 77.18 | 73.21 | 99.39 | |
| DinoBloom-SmallTraining Dataset=Expanded Dataset, TTA (Test Time Augmentation)=No2026.03 | 74.17 | 77.39 | 72.96 | 99.36 | |
| SwinV2-TinyTraining Dataset=Expanded Dataset, TTA (Test Time Augmentation)=No2026.03 | 74.1 | 75.23 | 74.12 | 99.36 | |
| SwinV2-TinyTraining Dataset=WBCBench Train + Eval, TTA (Test Time Augmentation)=No2026.03 | 73.51 | 77.59 | 71.26 | 99.32 | |
| DinoBloom-SmallTraining Dataset=WBCBench Train + Eval, TTA (Test Time Augmentation)=Yes2026.03 | 73.23 | 81.66 | 69.01 | 99.28 | |
| DinoBloom-SmallTraining Dataset=WBCBench Train + Eval, TTA (Test Time Augmentation)=No2026.03 | 72.76 | 80.95 | 68.63 | 99.25 |