Image Classification on MedMNIST PneumoniaMNIST 2D
93.6AccuracyBiomedGPT
Evaluation results
| Method | Links | |
|---|---|---|
| BiomedGPTCategory=Finetuned Medical MLLMs2026.03 | 93.6 | |
| Clinician Mimetic WorkflowCategory=Proposed2026.03 | 92.7 | |
| SigLIP2-BCategory=Supervised (Full-Tuning)2026.03 | 90.1 | |
| ResNet50Category=Supervised (Full-Tuning)2026.03 | 88.5 | |
| Swin-BCategory=Supervised (Full-Tuning)2026.03 | 87.5 | |
| ViT-BCategory=Supervised (Full-Tuning)2026.03 | 87.2 | |
| ConvNeXt-BCategory=Supervised (Full-Tuning)2026.03 | 86.2 | |
| Gemini-3-flashCategory=General MLLMs2026.03 | 84.6 | |
| Hulu-MedCategory=Finetuned Medical MLLMs2026.03 | 83.3 | |
| GPT-5-miniCategory=General MLLMs2026.03 | 53.5 | |
| LLaVA-MedCategory=Medical MLLMs2026.03 | 40.5 | |
| MedGemmaCategory=Medical MLLMs2026.03 | 37.7 |