Image Classification on MedMNIST TissueMNIST 2D
71.8AccuracyClinician Mimetic Workflow
Evaluation Results
| Method | Links | |
|---|---|---|
| Clinician Mimetic WorkflowCategory=Proposed2026.03 | 71.8 | |
| Swin-BCategory=Supervised (Full-Tuning)2026.03 | 70.6 | |
| SigLIP2-BCategory=Supervised (Full-Tuning)2026.03 | 70.2 | |
| ConvNeXt-BCategory=Supervised (Full-Tuning)2026.03 | 69.3 | |
| ResNet50Category=Supervised (Full-Tuning)2026.03 | 68.2 | |
| ViT-BCategory=Supervised (Full-Tuning)2026.03 | 66.5 | |
| MedGemmaCategory=Medical MLLMs2026.03 | 20.8 | |
| LLaVA-MedCategory=Medical MLLMs2026.03 | 19.7 | |
| Gemini-3-flashCategory=General MLLMs2026.03 | 18.2 | |
| GPT-5-miniCategory=General MLLMs2026.03 | 13.6 |