Medical Image Classification on Chest X-ray Pneumonia LLaVA-Med
97.6Accuracy (Iteration 1)SelfSynthX
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SelfSynthXtraining_mode=rejection sampling with detailed visual knowledge2025.02 | 97.6 | 96.31 | 99.04 | 98.72 | |
| NLtraining_mode=only train with labels2025.02 | 85.58 | 89.1 | 85.9 | 89.58 | |
| Basetraining_mode=original model2025.02 | 62.5 | — | — | — | |
| L+GEtraining_mode=train with labels and general explanations2025.02 | 62.5 | 62.5 | 62.98 | 62.66 |