Image Classification on MedMNIST 2D RetinaMNIST
89.3AccuracyBiomedGPT
Evaluation results
| Method | Links | |
|---|---|---|
| BiomedGPTCategory=Finetuned Medical MLLMs2026.03 | 89.3 | |
| Clinician Mimetic WorkflowCategory=Proposed2026.03 | 57.5 | |
| SigLIP2-BCategory=Supervised (Full-Tuning)2026.03 | 55.6 | |
| ConvNeXt-BCategory=Supervised (Full-Tuning)2026.03 | 53.3 | |
| Swin-BCategory=Supervised (Full-Tuning)2026.03 | 52.5 | |
| ViT-BCategory=Supervised (Full-Tuning)2026.03 | 51.5 | |
| ResNet50Category=Supervised (Full-Tuning)2026.03 | 50.8 | |
| Gemini-3-flashCategory=General MLLMs2026.03 | 43.8 | |
| GPT-5-miniCategory=General MLLMs2026.03 | 35 | |
| MedGemmaCategory=Medical MLLMs2026.03 | 14.8 | |
| LLaVA-MedCategory=Medical MLLMs2026.03 | 11.8 |