Scoliosis Multiclass Classification on MIMIC-CXR
89AccuracyXAnatomy
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| XAnatomySample size (n)=8092026.05 | 89 | 100 | 85 | 89 | 0.76 | 0.83 | |
| GeminiSample size (n)=8092026.05 | 77 | 98 | 49 | 72 | 0.41 | 0.54 | |
| HuatuoGPTSample size (n)=8092026.05 | 74 | 97 | 85 | 62 | 0 | 0 | |
| MedGemmaSample size (n)=8082026.05 | 74 | 98 | 85 | 62 | 0 | 0 | |
| LLaVA-MedSample size (n)=5412026.05 | 72 | 98 | 84 | 60 | 0 | 0 | |
| ClaudeSample size (n)=8092026.05 | 69 | 98 | 41 | 67 | 0.17 | 0.21 | |
| Hulu-MedSample size (n)=8092026.05 | 57 | 95 | 41 | 63 | 0.31 | 0.44 | |
| LingshuSample size (n)=8092026.05 | 24 | 54 | 27 | 34 | 0.07 | 0.1 | |
| RadFMSample size (n)=4152026.05 | 20 | 76 | 13 | 11 | 0.01 | 0.01 | |
| GPTSample size (n)=8092026.05 | 11 | 74 | 14 | 6 | 0.03 | 0.13 |