Medical Image Classification on Alzheimer’s Disease (test)
92.6AccuracyNEARL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NEARLBackbone=CLIP2025.08 | 92.6 | 92.6 | |
| MedMambaBackbone=Mamba2025.08 | 90.701 | 90.701 | |
| MaPLeBackbone=CLIP2025.08 | 90.701 | 90.6 | |
| XCoOpBackbone=CLIP2025.08 | 90.4 | 90.4 | |
| ViTBackbone=Transformer2025.08 | 87 | 86.9 | |
| CoOpBackbone=CLIP2025.08 | 85.8 | 85.8 | |
| ViPBackbone=CLIP2025.08 | 85.6 | 85.6 | |
| CoCoOpBackbone=CLIP2025.08 | 85.6 | 85.5 | |
| TextRefinerBackbone=CLIP2025.08 | 85.1 | 85 | |
| FATEBackbone=CLIP2025.08 | 84.1 | 84 | |
| MedGemmatraining_status=specifically trained, model_version=4b-it2025.12 | 80.44 | — | |
| GPT-4evaluation_mode=standardized prompting technique2025.12 | 71.16 | — |