Image Classification on MedMNIST BloodMNIST 2D
98.7AccuracyClinician Mimetic Workflow
Evaluation results
| Method | Links | |
|---|---|---|
| Clinician Mimetic WorkflowCategory=Proposed2026.03 | 98.7 | |
| SigLIP2-BCategory=Supervised (Full-Tuning)2026.03 | 98.4 | |
| BiomedGPTCategory=Finetuned Medical MLLMs2026.03 | 98.3 | |
| Swin-BCategory=Supervised (Full-Tuning)2026.03 | 97.7 | |
| ViT-BCategory=Supervised (Full-Tuning)2026.03 | 97 | |
| ConvNeXt-BCategory=Supervised (Full-Tuning)2026.03 | 96.7 | |
| Hulu-MedCategory=Finetuned Medical MLLMs2026.03 | 96.6 | |
| ResNet50Category=Supervised (Full-Tuning)2026.03 | 96.5 | |
| Gemini-3-flashCategory=General MLLMs2026.03 | 64.1 | |
| GPT-5-miniCategory=General MLLMs2026.03 | 30.6 | |
| MedGemmaCategory=Medical MLLMs2026.03 | 20.4 | |
| LLaVA-MedCategory=Medical MLLMs2026.03 | 16.5 |