Medical Visual Question Answering on (SLAKE, VQA-RAD, VQA-Med 2019/2020/2021)
43.42AccuracyF3OCUS
Evaluation Results
| Method | Links | |
|---|---|---|
| F3OCUSArchitecture=BLIP, Resource Setting=Heterogeneous2024.11 | 43.42 | |
| All adaptersArchitecture=BLIP, Resource Setting=Full2024.11 | 43.36 | |
| All adaptersArchitecture=ViLT, Resource Setting=Full2024.11 | 43.04 | |
| F3OCUSArchitecture=BLIP, Resource Setting=Homogeneous2024.11 | 43.04 | |
| F3OCUSArchitecture=ViLT, Resource Setting=Homogeneous2024.11 | 42.41 | |
| F3OCUSArchitecture=ViLT, Resource Setting=Heterogeneous2024.11 | 41.8 | |
| F3OCUSArchitecture=LIAVA, Resource Setting=Heterogeneous2024.11 | 40.06 | |
| All adaptersArchitecture=LIAVA, Resource Setting=Full2024.11 | 40.02 | |
| F3OCUSArchitecture=LIAVA, Resource Setting=Homogeneous2024.11 | 39.85 | |
| LNTKArchitecture=ViLT, Resource Setting=Homogeneous2024.11 | 39.74 | |
| LNTKArchitecture=ViLT, Resource Setting=Heterogeneous2024.11 | 39.24 | |
| FDArchitecture=ViLT, Resource Setting=Homogeneous2024.11 | 33.54 | |
| FDArchitecture=ViLT, Resource Setting=Heterogeneous2024.11 | 32.65 |