Pneumonia Classification on PneumoniaMNIST v1 (test)
84.46AccuracyFinal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FinalResolution=224 x 224, Model=MedGemma-27B2026.06 | 84.46 | 83.88 | |
| FinalResolution=128 x 128, Model=MedGemma-27B2026.06 | 83.81 | 81.68 | |
| BaseResolution=224 x 224, Model=MedGemma-27B2026.06 | 83.33 | 82.96 | |
| BaseResolution=128 x 128, Model=MedGemma-27B2026.06 | 75.06 | 75.03 | |
| FinalResolution=224 x 224, Model=MedGemma-4B2026.06 | 72.5 | 72.5 | |
| FinalResolution=28 x 28, Model=MedGemma-4B2026.06 | 68.01 | 67.35 | |
| FinalResolution=64 x 64, Model=MedGemma-27B2026.06 | 65.8 | 65.76 | |
| FinalResolution=28 x 28, Model=MedGemma-27B2026.06 | 63.4 | 63.25 | |
| FinalResolution=64 x 64, Model=MedGemma-4B2026.06 | 63.24 | 53.18 | |
| BaseResolution=224 x 224, Model=MedGemma-4B2026.06 | 63.04 | 62.51 | |
| FinalResolution=128 x 128, Model=MedGemma-4B2026.06 | 62.12 | 63.91 | |
| BaseResolution=64 x 64, Model=MedGemma-27B2026.06 | 52.92 | 51.1 | |
| BaseResolution=28 x 28, Model=MedGemma-27B2026.06 | 52.53 | 52.18 | |
| BaseResolution=128 x 128, Model=MedGemma-4B2026.06 | 50.32 | 47.1 | |
| BaseResolution=64 x 64, Model=MedGemma-4B2026.06 | 38.62 | 29.45 | |
| BaseResolution=28 x 28, Model=MedGemma-4B2026.06 | 37.5 | 27.27 |