Blepharitis Diagnosis on OSD Diagnostic Dataset Blepharitis
73.1AccuracyMDPipe-13B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MDPipe-13BFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 73.1 | 58.7 | 80.1 | 65.1 | |
| MDPipe-7BFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 71.2 | 56.3 | 79.7 | 63.8 | |
| PMC-LLAMAFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 60.5 | 50.3 | 74.4 | 56.8 | |
| GPT-4Fine-tuning status=without fine-tuning2024.10 | 58.2 | 39.3 | 72.9 | 48.8 | |
| Med-AlpacaFine-tuning status=fine-tuned, Domain-specific tuning=medical domain data2024.10 | 54.9 | 53.8 | 55.8 | 49.7 | |
| GPT-3.5Fine-tuning status=without fine-tuning2024.10 | 49.2 | 31.3 | 61.9 | 33.8 | |
| Llama2-7BFine-tuning status=without fine-tuning2024.10 | 47.4 | 31.8 | 59.3 | 34.4 | |
| LlamaFine-tuning status=without fine-tuning2024.10 | 44.7 | 28.5 | 55.3 | 30.8 |