White blood cell classification on WBCBench
68.2MF1DinoBloom
Evaluation Results
| Method | Links | |
|---|---|---|
| DinoBloomPipeline=hybrid (SSL+sup), Finetuning=LoRA, Setting=different train/eval splits and augmentation settings (2)2026.04 | 68.2 | |
| DinoBloomPipeline=hybrid (SSL+sup), Finetuning=LoRA, Setting=different train/eval splits and augmentation settings (1)2026.04 | 68.1 | |
| DinoBloomPipeline=hybrid (SSL+sup), Finetuning=LoRA, Setting=different train/eval splits and augmentation settings (3)2026.04 | 68 | |
| ConvNeXt-LPipeline=hybrid (SSL+sup), Finetuning=full2026.04 | 67.9 | |
| ConvNeXt-LPipeline=hybrid (SSL+sup), Finetuning=LoRA, Setting=different train/eval splits and augmentation settings (3)2026.04 | 67.8 | |
| ConvNeXt-LPipeline=hybrid (SSL+sup), Finetuning=LoRA, Setting=different train/eval splits and augmentation settings (2)2026.04 | 67.7 | |
| ConvNeXt-LPipeline=hybrid (SSL+sup), Finetuning=LoRA, Setting=different train/eval splits and augmentation settings (1)2026.04 | 67.6 | |
| Swin-TPipeline=supervised, Finetuning=full2026.04 | 64.3 | |
| ResNet-50Pipeline=supervised, Finetuning=full2026.04 | 63.5 | |
| ViT-BPipeline=supervised, Finetuning=full2026.04 | 63.1 |