Kyphosis multiclass classification on MIMIC-CXR
93AccuracyXAnatomy
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| XAnatomySample size (n)=1912026.05 | 93 | 100 | 79 | 93 | 0.9 | 0.96 | |
| MedGemmaSample size (n)=1912026.05 | 82 | 88 | 90 | 73 | 0 | 0 | |
| HuatuoGPTSample size (n)=1912026.05 | 77 | 86 | 89 | 73 | 0.14 | 0.18 | |
| GeminiSample size (n)=1912026.05 | 70 | 85 | 56 | 76 | 0.48 | 0.61 | |
| LLaVA-MedSample size (n)=22026.05 | 50 | 100 | 67 | 33 | 0 | 0 | |
| RadFMSample size (n)=1862026.05 | 28 | 86 | 28 | 35 | -0.02 | -0.06 | |
| ClaudeSample size (n)=1912026.05 | 13 | 80 | 19 | 15 | 0.15 | 0.29 | |
| Hulu-MedSample size (n)=1912026.05 | 13 | 59 | 26 | 11 | 0.17 | 0.29 | |
| LingshuSample size (n)=1912026.05 | 10 | 17 | 33 | 6 | 0.08 | 0.13 | |
| GPTSample size (n)=1912026.05 | 9 | 56 | 22 | 6 | 0.13 | 0.22 |