Multiclass Cardiomegaly Classification on MIMIC-CXR
91AccuracyXAnatomy
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| XAnatomySample size (n)=12872026.05 | 91 | 100 | 80 | 91 | 0.89 | 0.95 | |
| MedGemmaSample size (n)=12852026.05 | 82 | 95 | 54 | 80 | 0.7 | 0.8 | |
| LLaVA-MedSample size (n)=1522026.05 | 77 | 83 | 87 | 67 | 0 | 0 | |
| GeminiSample size (n)=12872026.05 | 72 | 89 | 46 | 72 | 0.57 | 0.68 | |
| HuatuoGPTSample size (n)=12872026.05 | 71 | 82 | 83 | 59 | 0 | 0.01 | |
| Hulu-MedSample size (n)=12872026.05 | 67 | 95 | 54 | 72 | 0.64 | 0.79 | |
| LingshuSample size (n)=12872026.05 | 54 | 78 | 41 | 61 | 0.44 | 0.56 | |
| ClaudeSample size (n)=12872026.05 | 38 | 83 | 30 | 46 | 0.24 | 0.37 | |
| GPTSample size (n)=12872026.05 | 30 | 81 | 32 | 37 | 0.3 | 0.46 | |
| RadFMSample size (n)=8012026.05 | 29 | 93 | 30 | 35 | 0.02 | 0.12 |