Medical Visual Question Answering on SLAKE Open
86.85AccuracyMEDALIGN
Evaluation results
| Method | Links | |
|---|---|---|
| MEDALIGNMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 86.85 | |
| BeamMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 86.03 | |
| OPERAMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 86.01 | |
| GreedyMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 85.57 | |
| DoLaMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 85.3 | |
| M3IDMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 85 | |
| MEDALIGNMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 84.85 | |
| NucleusMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 84.75 | |
| VCDMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 84.73 | |
| DAMROMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 84.73 | |
| PAIMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 84.4 | |
| AVISCMed-LVLM=HuatuoGPT-Vision + LoRA2025.12 | 84.16 | |
| PAIMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 83.5 | |
| BeamMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 83.27 | |
| AVISCMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 83.26 | |
| M3IDMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 83.2 | |
| LLaVA-Medtraining_setting=fully finetuned2024.04 | 83.1 | |
| OPERAMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 83.07 | |
| GreedyMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 82.97 | |
| DoLaMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 82.97 | |
| VCDMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 82.89 | |
| DAMROMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 82.89 | |
| NucleusMed-LVLM=LLaVA-Med-1.5 + LoRA2025.12 | 82.75 | |
| MOVAbackbone_parameters=7B2024.04 | 78.2 | |
| LLaVA-1.52024.04 | 73.1 | |
| LLaVA-Medtraining_setting=1-epoch finetuned2024.04 | 70.6 |